diff --git a/trunk/paradiseo-mo/tutorial/AUTHORS b/trunk/paradiseo-mo/tutorial/AUTHORS
new file mode 100644
index 000000000..6bb4943d4
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/AUTHORS
@@ -0,0 +1 @@
+Documentation : boisson@lifl.fr
diff --git a/trunk/paradiseo-mo/tutorial/ChangeLog b/trunk/paradiseo-mo/tutorial/ChangeLog
new file mode 100644
index 000000000..e69de29bb
diff --git a/trunk/paradiseo-mo/tutorial/Makefile.am b/trunk/paradiseo-mo/tutorial/Makefile.am
new file mode 100644
index 000000000..f691c2558
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/Makefile.am
@@ -0,0 +1,28 @@
+SUBDIRS = docs src tutorial
+
+CXX=g++
+
+AM_CXXFLAGS =\
+ -Wall\
+ -Werror\
+ -Wno-deprecated\
+ -ansi\
+ -pedantic
+
+clean_all: clean_aux clean_doc
+ -@make clean
+ -@(rm -rf acconfig.h acinclude.m4 aclocal.m4 autom4te.cache copying install news readme stamp* texput.log authors todo;\
+ rm -f configure config.* CO* dep* INST* install-sh miss* mkins* Makefile Makefile.in;\
+ cd docs; rm -rf Makefile Makefile.in; cd ../src ; rm -rf Makefile Makefile.in; cd ../tutorial; rm -rf Makefile Makefile.in;\
+ cd examples; rm -f Makefile Makefile.in; cd tsp ; rm -f Makefile Makefile.in; cd src ; rm -rf .deps/ Makefile Makefile.in;\
+ cd ../../../Lesson1 ; rm -rf .deps/ Makefile Makefile.in; cd ../Lesson2 ; rm -rf .deps/ Makefile Makefile.in ; cd ../Lesson3 ;\
+ rm -rf .deps/ Makefile Makefile.in)
+
+clean_aux:
+ -@find . \( -name "*~" -o -name "*.old" -o -name "#*" -o -name "*.bak" \) -print -exec rm -rf \{\} \;
+
+doc:
+ -@(cd docs; make doc)
+
+clean_doc:
+ -@(cd docs; make clean-local)
diff --git a/trunk/paradiseo-mo/tutorial/NEWS b/trunk/paradiseo-mo/tutorial/NEWS
new file mode 100644
index 000000000..e69de29bb
diff --git a/trunk/paradiseo-mo/tutorial/README b/trunk/paradiseo-mo/tutorial/README
new file mode 100644
index 000000000..a05fca1ce
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/README
@@ -0,0 +1,73 @@
+ PARADISEO-MO README FILE
+=======================================================================
+
+=======================================================================
+
+Welcome to PARADISEO-MO (Moving Objects), one of the extension of Evolving Objects library.
+
+==================================================================
+ BUILDING MO
+==================================================================
+The basic installation procedure goes the following:
+
+Go to your build-directory and run
+ $(SRCDIR)/configure
+ make
+ make doc
+
+where $(SRCDIR) is the top-level source directory of EO, i.e. where
+the sources where unpacked.
+
+In case of problems, you can read the INSTALL file - but remember this
+is a standard installation file from GNU and that it contains nothing
+specific about MO.
+
+To clean everything, in the simply run
+ make clean_all
+
+===================================================================
+ DIRECTORY STRUCTURE
+===================================================================
+After unpacking the archive file, you should end up with the following
+structure:
+
+.../ The MAIN PARADISEO-MO directory, created when unpacking.
+ |
+ +-- src SOURCE directory Contains most MO .h files.
+ |
+ |
+ +-- doc DOCUMENTATION directory (generated by Doxygen).
+ | |
+ | +- html HTML files - start at index.html.
+ | |
+ | +- latex latex files - use to generate Postcript doc.
+ | |
+ | +- man Unix man format documentation.
+ |
+ |
+ +-- tutorial TUTORIAL with lessons
+ |
+ +-examples APPLICATIONS - one directory per separate application.
+ | |
+ | +- tsp traveling salesman problem example.
+ | |
+ | +-src sources files for the lesson examples using the tsp.
+ | |
+ | +-benchs TSP Instance files.
+ |
+ +-Lesson1 How make a Hill Climbing on the TSP example.
+ | |
+ | +-benchs TSP Instance files.
+ |
+ +-Lesson2 How make a Tabu Search on the TSP example.
+ | |
+ | +-benchs TSP Instance files.
+ |
+ +-Lesson3 How make a Simulated Annealing on the TSP example.
+ |
+ +-benchs TSP Instance files.
+===================================================================
+ NOTES
+===================================================================
+
+Mailing list : paradiseo-help@lists.gforge.inria.fr
diff --git a/trunk/paradiseo-mo/tutorial/autogen.sh b/trunk/paradiseo-mo/tutorial/autogen.sh
new file mode 100755
index 000000000..0a4e95695
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/autogen.sh
@@ -0,0 +1,154 @@
+#!/bin/sh
+# Run this to generate all the initial makefiles, etc.
+
+srcdir=`dirname $0`
+PKG_NAME="the package."
+
+DIE=0
+
+(autoconf --version) < /dev/null > /dev/null 2>&1 || {
+ echo
+ echo "**Error**: You must have \`autoconf' installed to."
+ echo "Download the appropriate package for your distribution,"
+ echo "or get the source tarball at ftp://ftp.gnu.org/pub/gnu/"
+ DIE=1
+}
+
+(grep "^AM_PROG_LIBTOOL" $srcdir/configure.in >/dev/null) && {
+ (libtool --version) < /dev/null > /dev/null 2>&1 || {
+ echo
+ echo "**Error**: You must have \`libtool' installed."
+ echo "Get ftp://ftp.gnu.org/pub/gnu/libtool-1.2d.tar.gz"
+ echo "(or a newer version if it is available)"
+ DIE=1
+ }
+}
+
+grep "^AM_GNU_GETTEXT" $srcdir/configure.in >/dev/null && {
+ grep "sed.*POTFILES" $srcdir/configure.in >/dev/null || \
+ (gettext --version) < /dev/null > /dev/null 2>&1 || {
+ echo
+ echo "**Error**: You must have \`gettext' installed."
+ echo "Get ftp://alpha.gnu.org/gnu/gettext-0.10.35.tar.gz"
+ echo "(or a newer version if it is available)"
+ DIE=1
+ }
+}
+
+grep "^AM_GNOME_GETTEXT" $srcdir/configure.in >/dev/null && {
+ grep "sed.*POTFILES" $srcdir/configure.in >/dev/null || \
+ (gettext --version) < /dev/null > /dev/null 2>&1 || {
+ echo
+ echo "**Error**: You must have \`gettext' installed."
+ echo "Get ftp://alpha.gnu.org/gnu/gettext-0.10.35.tar.gz"
+ echo "(or a newer version if it is available)"
+ DIE=1
+ }
+}
+
+(automake --version) < /dev/null > /dev/null 2>&1 || {
+ echo
+ echo "**Error**: You must have \`automake' installed."
+ echo "Get ftp://ftp.gnu.org/pub/gnu/automake-1.3.tar.gz"
+ echo "(or a newer version if it is available)"
+ DIE=1
+ NO_AUTOMAKE=yes
+}
+
+(doxygen --version) < /dev/null > /dev/null 2>&1 || {
+ echo
+ echo "**WARNING**: You need to have \`doxygen' to generate the documentation."
+ echo "Download the appropriate package for your distribution,"
+ echo "or get the source tarball at ftp://ftp.gnu.org/pub/gnu/"
+}
+
+# if no automake, don't bother testing for aclocal
+test -n "$NO_AUTOMAKE" || (aclocal --version) < /dev/null > /dev/null 2>&1 || {
+ echo
+ echo "**Error**: Missing \`aclocal'. The version of \`automake'"
+ echo "installed doesn't appear recent enough."
+ echo "Get ftp://ftp.gnu.org/pub/gnu/automake-1.3.tar.gz"
+ echo "(or a newer version if it is available)"
+ DIE=1
+}
+
+if test "$DIE" -eq 1; then
+ exit 1
+fi
+
+if test -z "$*"; then
+ echo "**Warning**: I am going to run \`configure' with no arguments."
+ echo "If you wish to pass any to it, please specify them on the"
+ echo \`$0\'" command line."
+ echo
+fi
+
+case $CC in
+xlc )
+ am_opt=--include-deps;;
+esac
+
+for coin in `find $srcdir -name configure.in -print`
+do
+ dr=`dirname $coin`
+ if test -f $dr/NO-AUTO-GEN; then
+ echo skipping $dr -- flagged as no auto-gen
+ else
+ echo processing $dr
+ macrodirs=`sed -n -e 's,AM_ACLOCAL_INCLUDE(\(.*\)),\1,gp' < $coin`
+ ( cd $dr
+ aclocalinclude="$ACLOCAL_FLAGS"
+ for k in $macrodirs; do
+ if test -d $k; then
+ aclocalinclude="$aclocalinclude -I $k"
+ ##else
+ ## echo "**Warning**: No such directory \`$k'. Ignored."
+ fi
+ done
+ if grep "^AM_GNU_GETTEXT" configure.in >/dev/null; then
+ if grep "sed.*POTFILES" configure.in >/dev/null; then
+ : do nothing -- we still have an old unmodified configure.in
+ else
+ echo "Creating $dr/aclocal.m4 ..."
+ test -r $dr/aclocal.m4 || touch $dr/aclocal.m4
+ echo "Running gettextize... Ignore non-fatal messages."
+ echo "no" | gettextize --force --copy
+ echo "Making $dr/aclocal.m4 writable ..."
+ test -r $dr/aclocal.m4 && chmod u+w $dr/aclocal.m4
+ fi
+ fi
+ if grep "^AM_GNOME_GETTEXT" configure.in >/dev/null; then
+ echo "Creating $dr/aclocal.m4 ..."
+ test -r $dr/aclocal.m4 || touch $dr/aclocal.m4
+ echo "Running gettextize... Ignore non-fatal messages."
+ echo "no" | gettextize --force --copy
+ echo "Making $dr/aclocal.m4 writable ..."
+ test -r $dr/aclocal.m4 && chmod u+w $dr/aclocal.m4
+ fi
+ if grep "^AM_PROG_LIBTOOL" configure.in >/dev/null; then
+ echo "Running libtoolize..."
+ libtoolize --force --copy
+ fi
+ echo "Running aclocal $aclocalinclude ..."
+ aclocal $aclocalinclude
+ if grep "^AM_CONFIG_HEADER" configure.in >/dev/null; then
+ echo "Running autoheader..."
+ autoheader
+ fi
+ echo "Running automake --gnu $am_opt ..."
+ automake --add-missing --gnu $am_opt
+ echo "Running autoconf ..."
+ autoconf
+ )
+ fi
+done
+
+#conf_flags="--enable-maintainer-mode --enable-compile-warnings" #--enable-iso-c
+
+if test x$NOCONFIGURE = x; then
+ echo Running $srcdir/configure $conf_flags "$@" ...
+ $srcdir/configure $conf_flags "$@" \
+ && echo Now type \`make\' to compile $PKG_NAME
+else
+ echo Skipping configure process.
+fi
diff --git a/trunk/paradiseo-mo/tutorial/cleaner b/trunk/paradiseo-mo/tutorial/cleaner
new file mode 100755
index 000000000..1e5c8c5ba
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/cleaner
@@ -0,0 +1,7 @@
+(rm -rf acconfig.h acinclude.m4 aclocal.m4 autom4te.cache copying install news readme stamp* texput.log authors todo;\
+rm -f configure config.* CO* dep* INST* install-sh miss* mkins* Makefile Makefile.in;\
+cd docs; rm -rf Makefile Makefile.in; cd ../src ; rm -rf Makefile Makefile.in; cd ../tutorial; rm -rf Makefile Makefile.in;\
+cd examples; rm -f Makefile Makefile.in; cd tsp ; rm -f Makefile Makefile.in; cd src ; rm -rf .deps/ Makefile Makefile.in;\
+cd ../../../Lesson1 ; rm -rf .deps/ Makefile Makefile.in; cd ../Lesson2 ; rm -rf .deps/ Makefile Makefile.in ; cd ../Lesson3 ;\
+rm -rf .deps/ Makefile Makefile.in)
+find . \( -name "*~" -o -name "*.old" -o -name "#*" -o -name "*.bak" -o -name "*.o" \) -print -exec rm -rf \{\} \;
diff --git a/trunk/paradiseo-mo/tutorial/configure.in b/trunk/paradiseo-mo/tutorial/configure.in
new file mode 100644
index 000000000..eacdfe81f
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/configure.in
@@ -0,0 +1,52 @@
+AC_INIT(configure.in)
+AM_INIT_AUTOMAKE(paradiseo-mo, 0.1)
+
+AC_ISC_POSIX
+AC_PROG_CXX
+AM_PROG_CC_STDC
+AC_HEADER_STDC
+#AC_CXX_HAVE_SSTREAM
+AC_PROG_RANLIB
+
+AC_PROG_INSTALL
+AC_PROG_LN_S
+AC_PROG_MAKE_SET
+
+AC_C_CONST
+AC_C_INLINE
+AC_TYPE_SIZE_T
+
+AC_SUBST(EO_DIR)
+
+dnl EO
+AC_ARG_WITH(EOdir,
+ --with-EOdir : Giving the path of the EO tree.,
+ dnl Well done :-)
+ EO_DIR="$withval"
+ if test ! -d $EO_DIR
+ then
+ echo ""
+ echo "# --with-EOdir Invalid directory $withval"
+ exit 1
+ fi,
+ dnl Bouhhhh !!!!
+ echo ""
+ echo "# You forgot to give the path of the EO tree !"
+ echo "# Please write something like ... './configure --with-EOdir=\$HOME/eo'"
+ exit 1
+ )
+
+AC_OUTPUT([
+Makefile
+src/Makefile
+docs/Makefile
+tutorial/Makefile
+tutorial/examples/Makefile
+tutorial/examples/tsp/Makefile
+tutorial/examples/tsp/src/Makefile
+tutorial/Lesson1/Makefile
+tutorial/Lesson2/Makefile
+tutorial/Lesson3/Makefile
+])
+
+echo "Type 'make doc' for building documentation"
diff --git a/trunk/paradiseo-mo/tutorial/docs/Doxyfile b/trunk/paradiseo-mo/tutorial/docs/Doxyfile
new file mode 100644
index 000000000..049bdf56a
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/Doxyfile
@@ -0,0 +1,236 @@
+# Doxyfile 1.5.1
+
+#---------------------------------------------------------------------------
+# Project related configuration options
+#---------------------------------------------------------------------------
+PROJECT_NAME = PARADISEO-MO
+PROJECT_NUMBER = 0.1
+OUTPUT_DIRECTORY =
+CREATE_SUBDIRS = NO
+OUTPUT_LANGUAGE = English
+USE_WINDOWS_ENCODING = NO
+BRIEF_MEMBER_DESC = YES
+REPEAT_BRIEF = YES
+ABBREVIATE_BRIEF = "The $name class" \
+ "The $name widget" \
+ "The $name file" \
+ is \
+ provides \
+ specifies \
+ contains \
+ represents \
+ a \
+ an \
+ the
+ALWAYS_DETAILED_SEC = NO
+INLINE_INHERITED_MEMB = NO
+FULL_PATH_NAMES = NO
+STRIP_FROM_PATH =
+STRIP_FROM_INC_PATH =
+SHORT_NAMES = NO
+JAVADOC_AUTOBRIEF = YES
+MULTILINE_CPP_IS_BRIEF = NO
+DETAILS_AT_TOP = NO
+INHERIT_DOCS = YES
+SEPARATE_MEMBER_PAGES = NO
+TAB_SIZE = 8
+ALIASES =
+OPTIMIZE_OUTPUT_FOR_C = NO
+OPTIMIZE_OUTPUT_JAVA = NO
+BUILTIN_STL_SUPPORT = NO
+DISTRIBUTE_GROUP_DOC = NO
+SUBGROUPING = YES
+#---------------------------------------------------------------------------
+# Build related configuration options
+#---------------------------------------------------------------------------
+EXTRACT_ALL = NO
+EXTRACT_PRIVATE = YES
+EXTRACT_STATIC = YES
+EXTRACT_LOCAL_CLASSES = YES
+EXTRACT_LOCAL_METHODS = NO
+HIDE_UNDOC_MEMBERS = YES
+HIDE_UNDOC_CLASSES = YES
+HIDE_FRIEND_COMPOUNDS = NO
+HIDE_IN_BODY_DOCS = NO
+INTERNAL_DOCS = NO
+CASE_SENSE_NAMES = NO
+HIDE_SCOPE_NAMES = NO
+SHOW_INCLUDE_FILES = YES
+INLINE_INFO = YES
+SORT_MEMBER_DOCS = NO
+SORT_BRIEF_DOCS = NO
+SORT_BY_SCOPE_NAME = NO
+GENERATE_TODOLIST = YES
+GENERATE_TESTLIST = YES
+GENERATE_BUGLIST = YES
+GENERATE_DEPRECATEDLIST= YES
+ENABLED_SECTIONS =
+MAX_INITIALIZER_LINES = 30
+SHOW_USED_FILES = YES
+SHOW_DIRECTORIES = NO
+FILE_VERSION_FILTER =
+#---------------------------------------------------------------------------
+# configuration options related to warning and progress messages
+#---------------------------------------------------------------------------
+QUIET = YES
+WARNINGS = YES
+WARN_IF_UNDOCUMENTED = YES
+WARN_IF_DOC_ERROR = YES
+WARN_NO_PARAMDOC = NO
+WARN_FORMAT = "$file:$line: $text"
+WARN_LOGFILE =
+#---------------------------------------------------------------------------
+# configuration options related to the input files
+#---------------------------------------------------------------------------
+INPUT = ../src/
+FILE_PATTERNS = *.cpp \
+ *.h
+RECURSIVE = YES
+EXCLUDE =
+EXCLUDE_SYMLINKS = NO
+EXCLUDE_PATTERNS =
+EXAMPLE_PATH =
+EXAMPLE_PATTERNS = *
+EXAMPLE_RECURSIVE = NO
+IMAGE_PATH =
+INPUT_FILTER =
+FILTER_PATTERNS =
+FILTER_SOURCE_FILES = NO
+#---------------------------------------------------------------------------
+# configuration options related to source browsing
+#---------------------------------------------------------------------------
+SOURCE_BROWSER = YES
+INLINE_SOURCES = NO
+STRIP_CODE_COMMENTS = YES
+REFERENCED_BY_RELATION = YES
+REFERENCES_RELATION = YES
+REFERENCES_LINK_SOURCE = YES
+USE_HTAGS = NO
+VERBATIM_HEADERS = YES
+#---------------------------------------------------------------------------
+# configuration options related to the alphabetical class index
+#---------------------------------------------------------------------------
+ALPHABETICAL_INDEX = YES
+COLS_IN_ALPHA_INDEX = 3
+IGNORE_PREFIX = mo
+#---------------------------------------------------------------------------
+# configuration options related to the HTML output
+#---------------------------------------------------------------------------
+GENERATE_HTML = YES
+HTML_OUTPUT = html
+HTML_FILE_EXTENSION = .html
+HTML_HEADER =
+HTML_FOOTER =
+HTML_STYLESHEET =
+HTML_ALIGN_MEMBERS = YES
+GENERATE_HTMLHELP = NO
+CHM_FILE =
+HHC_LOCATION =
+GENERATE_CHI = NO
+BINARY_TOC = NO
+TOC_EXPAND = NO
+DISABLE_INDEX = NO
+ENUM_VALUES_PER_LINE = 4
+GENERATE_TREEVIEW = YES
+TREEVIEW_WIDTH = 250
+#---------------------------------------------------------------------------
+# configuration options related to the LaTeX output
+#---------------------------------------------------------------------------
+GENERATE_LATEX = YES
+LATEX_OUTPUT = latex
+LATEX_CMD_NAME = latex
+MAKEINDEX_CMD_NAME = makeindex
+COMPACT_LATEX = NO
+PAPER_TYPE = a4wide
+EXTRA_PACKAGES =
+LATEX_HEADER =
+PDF_HYPERLINKS = NO
+USE_PDFLATEX = NO
+LATEX_BATCHMODE = NO
+LATEX_HIDE_INDICES = NO
+#---------------------------------------------------------------------------
+# configuration options related to the RTF output
+#---------------------------------------------------------------------------
+GENERATE_RTF = NO
+RTF_OUTPUT = rtf
+COMPACT_RTF = NO
+RTF_HYPERLINKS = NO
+RTF_STYLESHEET_FILE =
+RTF_EXTENSIONS_FILE =
+#---------------------------------------------------------------------------
+# configuration options related to the man page output
+#---------------------------------------------------------------------------
+GENERATE_MAN = YES
+MAN_OUTPUT = man
+MAN_EXTENSION = .3
+MAN_LINKS = NO
+#---------------------------------------------------------------------------
+# configuration options related to the XML output
+#---------------------------------------------------------------------------
+GENERATE_XML = NO
+XML_OUTPUT = xml
+XML_SCHEMA =
+XML_DTD =
+XML_PROGRAMLISTING = YES
+#---------------------------------------------------------------------------
+# configuration options for the AutoGen Definitions output
+#---------------------------------------------------------------------------
+GENERATE_AUTOGEN_DEF = NO
+#---------------------------------------------------------------------------
+# configuration options related to the Perl module output
+#---------------------------------------------------------------------------
+GENERATE_PERLMOD = NO
+PERLMOD_LATEX = NO
+PERLMOD_PRETTY = YES
+PERLMOD_MAKEVAR_PREFIX =
+#---------------------------------------------------------------------------
+# Configuration options related to the preprocessor
+#---------------------------------------------------------------------------
+ENABLE_PREPROCESSING = YES
+MACRO_EXPANSION = NO
+EXPAND_ONLY_PREDEF = NO
+SEARCH_INCLUDES = YES
+INCLUDE_PATH =
+INCLUDE_FILE_PATTERNS =
+PREDEFINED =
+EXPAND_AS_DEFINED =
+SKIP_FUNCTION_MACROS = YES
+#---------------------------------------------------------------------------
+# Configuration::additions related to external references
+#---------------------------------------------------------------------------
+TAGFILES =
+GENERATE_TAGFILE = mo.doxytag
+ALLEXTERNALS = NO
+EXTERNAL_GROUPS = YES
+PERL_PATH = /usr/bin/perl
+#---------------------------------------------------------------------------
+# Configuration options related to the dot tool
+#---------------------------------------------------------------------------
+CLASS_DIAGRAMS = YES
+HIDE_UNDOC_RELATIONS = YES
+HAVE_DOT = NO
+CLASS_GRAPH = YES
+COLLABORATION_GRAPH = YES
+GROUP_GRAPHS = YES
+UML_LOOK = NO
+TEMPLATE_RELATIONS = NO
+INCLUDE_GRAPH = YES
+INCLUDED_BY_GRAPH = YES
+CALL_GRAPH = NO
+CALLER_GRAPH = NO
+GRAPHICAL_HIERARCHY = YES
+DIRECTORY_GRAPH = YES
+DOT_IMAGE_FORMAT = png
+DOT_PATH =
+DOTFILE_DIRS =
+MAX_DOT_GRAPH_WIDTH = 1024
+MAX_DOT_GRAPH_HEIGHT = 1024
+MAX_DOT_GRAPH_DEPTH = 0
+DOT_TRANSPARENT = NO
+DOT_MULTI_TARGETS = NO
+GENERATE_LEGEND = YES
+DOT_CLEANUP = YES
+#---------------------------------------------------------------------------
+# Configuration::additions related to the search engine
+#---------------------------------------------------------------------------
+SEARCHENGINE = YES
diff --git a/trunk/paradiseo-mo/tutorial/docs/Makefile.am b/trunk/paradiseo-mo/tutorial/docs/Makefile.am
new file mode 100644
index 000000000..bad00ad7c
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/Makefile.am
@@ -0,0 +1,5 @@
+doc:
+ -@doxygen Doxyfile
+
+clean-local:
+ rm -rf html latex man
diff --git a/trunk/paradiseo-mo/tutorial/docs/html/annotated.html b/trunk/paradiseo-mo/tutorial/docs/html/annotated.html
new file mode 100644
index 000000000..7a3fe4944
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/html/annotated.html
@@ -0,0 +1,65 @@
+
+PARADISEO-MO: Class List
+PARADISEO-MO Class List Here are the classes, structs, unions and interfaces with brief descriptions:
+Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: EmptySelection Class Reference
+EmptySelection Class Reference Special class that describes the case of no selection.
+More...
+
+#include <moMoveSelect.h >
+
+
+Detailed Description
+Special class that describes the case of no selection.
+
+This class is used as an exception that can be thrown if a solution selector has completly failed.
+
+
+
+Definition at line 21 of file moMoveSelect.h .
Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: Alphabetical List
+PARADISEO-MO Class Index
+
+
Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moAlgo< EOT > Class Template Reference
+moAlgo< EOT > Class Template Reference Description of an algorithm of the mo library.
+More...
+
+#include <moAlgo.h >
+
+
+Detailed Description
+template<class EOT>
+
+Description of an algorithm of the mo library.
+
+moHC , moTS and moSA are 3 examples of algorithm of the mo library.
+
+
+
+Definition at line 21 of file moAlgo.h .
Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: Member List
+moAspirCrit< M > Member List This is the complete list of members for moAspirCrit< M > , including all inherited members.
Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moAspirCrit< M > Class Template Reference
+moAspirCrit< M > Class Template Reference Description of the conditions in which a tabu move could be accepted.
+More...
+
+#include <moAspirCrit.h >
+
+
Inheritance diagram for moAspirCrit< M >:
+
+
+List of all members.
+Public Member Functions virtual void init ()=0 Procedure which initialises all that needs a aspiration criterion.
+Detailed Description
+template<class M>
+
+Description of the conditions in which a tabu move could be accepted.
+
+It is only a description... An object that herits from this class is needed to be used in a moTS . See moNoAspriCrit for example.
+
+
+
+Definition at line 22 of file moAspirCrit.h .
Member Function Documentation
+
+
+
+template<class M>
+
+
+ virtual void moAspirCrit < M >::init
+ (
+
+ )
+ [pure virtual]
+
+
+
+
+
Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: Member List
+moBestImprSelect< M > Member List This is the complete list of members for moBestImprSelect< M > , including all inherited members.
Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moBestImprSelect< M > Class Template Reference
+moBestImprSelect< M > Class Template Reference One of the possible moMoveSelect .
+More...
+
+#include <moBestImprSelect.h >
+
+
Inheritance diagram for moBestImprSelect< M >:
+
+
+List of all members.
+Public Types Fitness Alias for the fitness. Public Member Functions init (const Fitness &__fit) Procedure which initialise the exploration. bool update (const M &__move, const Fitness &__fit) Function that indicates if the current move has not improved the fitness. void operator() (M &__move, Fitness &__fit) throw (EmptySelection) Procedure which saved the best move and fitness. Private Attributes first_time Allowing to know if at least one move has been generated. best_move The best move. Fitness best_fit The best fitness.
+Detailed Description
+template<class M>
+
+One of the possible moMoveSelect .
+
+All neighbors are considered, and the movement which enables the best improvement is selected.
+
+
+
+Definition at line 22 of file moBestImprSelect.h .
Member Function Documentation
+
+
+
+template<class M>
+
+
+ bool moBestImprSelect < M >::update
+ (
+ const M &
+ __move ,
+
+
+ const Fitness &
+ __fit
+
+
+ )
+ [inline, virtual]
+
+
+
+
+
+
Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moCoolSched Class Reference
+moCoolSched Class Reference This class gives the description of a cooling schedule.
+More...
+
+#include <moCoolSched.h >
+
+
Inheritance diagram for moCoolSched:
+
+
+
+Detailed Description
+This class gives the description of a cooling schedule.
+
+It is only a description... An object that herits from this class is needed to be used in a moSA . See moEasyCoolSched for example.
+
+
+
+Definition at line 22 of file moCoolSched.h .
Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: Member List
+moEasyCoolSched Member List This is the complete list of members for moEasyCoolSched , including all inherited members.
Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moEasyCoolSched Class Reference
+moEasyCoolSched Class Reference One of the possible moCoolSched .
+More...
+
+#include <moEasyCoolSched.h >
+
+
Inheritance diagram for moEasyCoolSched:
+
+
+List of all members.
+Public Member Functions moEasyCoolSched (double __threshold, double __ratio) Simple constructor. bool operator() (double &__temp) Function which proceeds to the cooling. Private Attributes threshold The temperature threhold. ratio The decreasing factor of the temperature.
+Detailed Description
+One of the possible moCoolSched .
+
+The simpliest, the temperature decrease according to a ratio until it greater than a threshold.
+
+
+
+Definition at line 22 of file moEasyCoolSched.h .
Constructor & Destructor Documentation
+
+
+
+
+ moEasyCoolSched::moEasyCoolSched
+ (
+ double
+ __threshold ,
+
+
+ double
+ __ratio
+
+
+ )
+ [inline]
+
+
+
+
+
+Simple constructor.
+
+
Parameters:
+
+ __threshold the threshold. __ratio the ratio used to descrease the temperature.
+
+
+
+Definition at line 31 of file moEasyCoolSched.h .
+
+
+
Member Function Documentation
+
+
+
+
+ bool moEasyCoolSched::operator()
+ (
+ double &
+ __temp
+ )
+ [inline]
+
+
+
+
+
+Function which proceeds to the cooling.
+
+Decrease the temperature and indicates if it is greater than the threshold.
+
Parameters:
+
+ __temp the current temperature.
+
+
Returns: if the new temperature (current temperature * ratio) is greater than the threshold.
+
+
+Definition at line 44 of file moEasyCoolSched.h .
+
+References ratio , and threshold .
+
+
+
Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: Member List
+moFirstImprSelect< M > Member List This is the complete list of members for moFirstImprSelect< M > , including all inherited members.
Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moFirstImprSelect< M > Class Template Reference
+moFirstImprSelect< M > Class Template Reference One possible moMoveSelect .
+More...
+
+#include <moFirstImprSelect.h >
+
+
Inheritance diagram for moFirstImprSelect< M >:
+
+
+List of all members.
+Public Types Fitness Alias for the fitness. Public Member Functions virtual void init (const Fitness &__fit) Procedure which initialise the exploration. bool update (const M &__move, const typename M::EOType::Fitness &__fit) Function that indicates if the current move has not improved the fitness. void operator() (M &__move, Fitness &__fit) throw (EmptySelection) Procedure which saved the best move and fitness. Private Attributes valid Allow to know if at least one move has improved the solution. best_move Best stored movement. Fitness init_fit Initial fitness. Fitness best_fit Best stored fitness.
+Detailed Description
+template<class M>
+
+One possible moMoveSelect .
+
+The neighborhood is explored until a move enables an improvment of the current solution.
+
+
+
+Definition at line 23 of file moFirstImprSelect.h .
Member Function Documentation
+
+
+
+
+template<class M>
+
+
+ bool moFirstImprSelect < M >::update
+ (
+ const M &
+ __move ,
+
+
+ const typename M::EOType::Fitness &
+ __fit
+
+
+ )
+ [inline]
+
+
+
+
+
+
Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: Member List
+moGenSolContinue< EOT > Member List This is the complete list of members for moGenSolContinue< EOT > , including all inherited members.
Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moGenSolContinue< EOT > Class Template Reference
+moGenSolContinue< EOT > Class Template Reference One possible stop criterion for a solution-based heuristic.
+More...
+
+#include <moGenSolContinue.h >
+
+
Inheritance diagram for moGenSolContinue< EOT >:
+
+
+List of all members.
+Public Member Functions moGenSolContinue (unsigned __maxNumGen) Simple constructor. bool operator() (const EOT &__sol) Function that activates the stop criterion. void init () Procedure which allows to initialise the generation counter. Private Attributes maxNumGen Iteration maximum number. numGen Iteration current number.
+Detailed Description
+template<class EOT>
+
+One possible stop criterion for a solution-based heuristic.
+
+The stop criterion corresponds to a maximum number of iteration.
+
+
+
+Definition at line 21 of file moGenSolContinue.h .
Constructor & Destructor Documentation
+
+
+
+template<class EOT>
+
+
+
+
+
+Simple constructor.
+
+
Parameters:
+
+ __maxNumGen the maximum number of generation.
+
+
+
+Definition at line 30 of file moGenSolContinue.h .
+
+
+
Member Function Documentation
+
+
+
+template<class EOT>
+
+
+ bool moGenSolContinue < EOT >::operator()
+ (
+ const EOT &
+ __sol
+ )
+ [inline]
+
+
+
+
+
+Function that activates the stop criterion.
+
+Increments the counter and returns TRUE if the current number of iteration is lower than the given maximum number of iterations.
+
Parameters:
+
+ __sol the current solution.
+
+
Returns: TRUE or FALSE according to the current generation number.
+
+
+Definition at line 44 of file moGenSolContinue.h .
+
+References moGenSolContinue< EOT >::maxNumGen , and moGenSolContinue< EOT >::numGen .
+
+
+
+
+
+template<class EOT>
+
+
+
+
+
Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: Member List
+moHC< M > Member List This is the complete list of members for moHC< M > , including all inherited members.
Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moHC< M > Class Template Reference
+moHC< M > Class Template Reference Hill Climbing (HC).
+More...
+
+#include <moHC.h >
+
+
Inheritance diagram for moHC< M >:
+
+
+List of all members.
+Public Member Functions moHC (moMoveInit < M > &__move_init, moNextMove < M > &__next_move, moMoveIncrEval < M > &__incr_eval, moMoveSelect < M > &__move_select, eoEvalFunc< EOT > &__full_eval) Full constructor. moHC (moMoveExpl < M > &__move_expl, eoEvalFunc< EOT > &__full_eval) Light constructor. bool operator() (EOT &__sol) Function which launches the HC. Private Types EOT Alias for the type. Fitness Alias for the fitness. Private Attributes moMoveExpl < M > & move_expl Complete exploration of the neighborhood. EOT > & full_eval A full evaluation function.
+Detailed Description
+template<class M>
+
+Hill Climbing (HC).
+
+Class which describes the algorithm for a hill climbing.
+
+
+
+Definition at line 26 of file moHC.h .
Constructor & Destructor Documentation
+
+
+
+
+
+Full constructor.
+
+All the boxes are given in order the HC to use a moHCMoveLoopExpl .
+
Parameters:
+
+ __move_init a move initialiser. __next_move a neighborhood explorer. __incr_eval a (generally) efficient evaluation function. __move_select a move selector. __full_eval a full evaluation function.
+
+
+
+Definition at line 53 of file moHC.h .
+
+
+
+
+
+template<class M>
+
+
+ moHC < M >::moHC (
+ moMoveExpl < M > & __move_expl ,
+
+
+ eoEvalFunc< EOT > &
+ __full_eval
+
+
+ )
+ [inline]
+
+
+
+
+
+Light constructor.
+
+This constructor allow to use another moMoveExpl (generally not a moHCMoveLoopExpl ).
+
Parameters:
+
+ __move_expl a complete explorer. __full_eval a full evaluation function.
+
+
+
+Definition at line 67 of file moHC.h .
+
+
+
Member Function Documentation
+
+
+
+template<class M>
+
+
+ bool moHC < M >::operator()
+ (
+ EOT & __sol
+ )
+ [inline]
+
+
+
+
+
+Function which launches the HC.
+
+The HC has to improve a current solution. As the moSA and the mo TS, it can be used for HYBRIDATION in an evolutionnary algorithm.
+
Parameters:
+
+ __sol a current solution to improve.
+
+
Returns: TRUE.
+
+
+Definition at line 82 of file moHC.h .
+
+References moHC< M >::full_eval , and moHC< M >::move_expl .
+
+
+
Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: Member List
+moHCMoveLoopExpl< M > Member List This is the complete list of members for moHCMoveLoopExpl< M > , including all inherited members.
Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moHCMoveLoopExpl< M > Class Template Reference
+moHCMoveLoopExpl< M > Class Template Reference Iterative explorer used by a moHC .
+More...
+
+#include <moHCMoveLoopExpl.h >
+
+
Inheritance diagram for moHCMoveLoopExpl< M >:
+
+
+List of all members.
+Detailed Description
+template<class M>
+
+Iterative explorer used by a moHC .
+
+
+
+Definition at line 23 of file moHCMoveLoopExpl.h .
Constructor & Destructor Documentation
+
+
+
+
+
+Constructor.
+
+All the boxes have to be specified.
+
Parameters:
+
+ __move_init the move initialiser. __next_move the neighborhood explorer. __incr_eval (generally) efficient evaluation function. __move_select the move selector.
+
+
+
+Definition at line 43 of file moHCMoveLoopExpl.h .
+
+
+
Member Function Documentation
+
+
+
+template<class M>
+
+
+ void moHCMoveLoopExpl < M >::operator()
+ (
+ const EOT &
+ __old_sol ,
+
+
+ EOT & __new_sol
+
+
+ )
+ [inline]
+
+
+
+
+
Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: Member List
+moImprBestFitAspirCrit< M > Member List This is the complete list of members for moImprBestFitAspirCrit< M > , including all inherited members.
Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moImprBestFitAspirCrit< M > Class Template Reference
+moImprBestFitAspirCrit< M > Class Template Reference One of the possible moAspirCrit .
+More...
+
+#include <moImprBestFitAspirCrit.h >
+
+
Inheritance diagram for moImprBestFitAspirCrit< M >:
+
+
+List of all members.
+Public Types Fitness Alias for the fitness. Public Member Functions moImprBestFitAspirCrit () Contructor. init () Initialisation procedure. bool operator() (const M &__move, const Fitness &__fit) Function that indicates if the fit is better that the already saved fit. Private Attributes Fitness best_fit Best fitness found until now. first_time Indicates that a fitness has been already saved or not.
+Detailed Description
+template<class M>
+
+One of the possible moAspirCrit .
+
+This criterion is satisfied when a given fitness is the best ever considered.
+
+
+
+Definition at line 22 of file moImprBestFitAspirCrit.h .
Member Function Documentation
+
+
Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: Member List
+moItRandNextMove< M > Member List This is the complete list of members for moItRandNextMove< M > , including all inherited members.
Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moItRandNextMove< M > Class Template Reference
+moItRandNextMove< M > Class Template Reference One of the possible moNextMove .
+More...
+
+#include <moItRandNextMove.h >
+
+
Inheritance diagram for moItRandNextMove< M >:
+
+
+List of all members.
+Public Member Functions moItRandNextMove (moRandMove < M > &__rand_move, unsigned __max_iter) The constructor. bool operator() (M &__move, const EOT &__sol) Generation of a new move. Private Types EOT Alias for the type. Private Attributes moRandMove < M > & rand_move A move generator (generally randomly). max_iter Iteration maximum number. num_iter Iteration current number.
+Detailed Description
+template<class M>
+
+One of the possible moNextMove .
+
+This class is a move (moMove ) generator with a bound for the maximum number of iterations.
+
+
+
+Definition at line 22 of file moItRandNextMove.h .
Constructor & Destructor Documentation
+
+
+
+
+
+The constructor.
+
+Parameters only for initialising the attributes.
+
Parameters:
+
+ __rand_move the random move generator. __max_iter the iteration maximum number.
+
+
+
+Definition at line 37 of file moItRandNextMove.h .
+
+
+
Member Function Documentation
+
+
+
+template<class M>
+
+
+ bool moItRandNextMove < M >::operator()
+ (
+ M &
+ __move ,
+
+
+ const EOT &
+ __sol
+
+
+ )
+ [inline]
+
+
+
+
+
Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: Member List
+moLSCheckPoint< M > Member List This is the complete list of members for moLSCheckPoint< M > , including all inherited members.
Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moLSCheckPoint< M > Class Template Reference
+moLSCheckPoint< M > Class Template Reference Class which allows a checkpointing system.
+More...
+
+#include <moLSCheckPoint.h >
+
+List of all members.
+Public Member Functions void operator() (const M &__move, const typename M::EOType &__sol) Function which launches the checkpointing. void add (eoBF< const M &, const typename M::EOType &, void > &__f) Procedure which add a new function to the function vector. Private Attributes func vector of function
+Detailed Description
+template<class M>
+
+Class which allows a checkpointing system.
+
+Thanks to this class, at each iteration, additionnal function can be used (and not only one).
+
+
+
+Definition at line 21 of file moLSCheckPoint.h .
Member Function Documentation
+
+
+
+template<class M>
+
+
+ void moLSCheckPoint < M >::operator()
+ (
+ const M &
+ __move ,
+
+
+ const typename M::EOType &
+ __sol
+
+
+ )
+ [inline]
+
+
+
+
+
+Function which launches the checkpointing.
+
+Each saved function is used on the current move and the current solution.
+
Parameters:
+
+ __move a move. __sol a solution.
+
+
+
+Definition at line 34 of file moLSCheckPoint.h .
+
+References moLSCheckPoint< M >::func .
+
+
+
+
+
+template<class M>
+
+
+ void moLSCheckPoint < M >::add
+ (
+ eoBF< const M &, const typename M::EOType &, void > &
+ __f
+ )
+ [inline]
+
+
+
+
+
+Procedure which add a new function to the function vector.
+
+The new function is added at the end of the vector.
Parameters:
+
+ __f a new function to add.
+
+
+
+Definition at line 49 of file moLSCheckPoint.h .
+
+References moLSCheckPoint< M >::func .
+
+
+
Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: Member List
+moMove< EOT > Member List This is the complete list of members for moMove< EOT > , including all inherited members.
Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moMove< EOT > Class Template Reference
+moMove< EOT > Class Template Reference Definition of a move.
+More...
+
+#include <moMove.h >
+
+List of all members.
+Public Types EOType Alias for the type.
+Detailed Description
+template<class EOT>
+
+Definition of a move.
+
+A move transforms a solution to another close solution. It describes how a solution can be modified to another one.
+
+
+
+Definition at line 23 of file moMove.h .
Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moMoveExpl< M > Class Template Reference
+moMoveExpl< M > Class Template Reference Description of a move (moMove ) explorer.
+More...
+
+#include <moMoveExpl.h >
+
+
Inheritance diagram for moMoveExpl< M >:
+
+
+
+Detailed Description
+template<class M>
+
+Description of a move (moMove ) explorer.
+
+Only a description...See moMoveLoopExpl .
+
+
+
+Definition at line 21 of file moMoveExpl.h .
Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moMoveIncrEval< M > Class Template Reference
+moMoveIncrEval< M > Class Template Reference (generally) Efficient evaluation function based a move and a solution.
+More...
+
+#include <moMoveIncrEval.h >
+
+
+Detailed Description
+template<class M>
+
+(generally) Efficient evaluation function based a move and a solution.
+
+From a move and a solution, it computes a new fitness that could be associated to the solution if this one is updated.
+
+
+
+Definition at line 24 of file moMoveIncrEval.h .
Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moMoveInit< M > Class Template Reference
+moMoveInit< M > Class Template Reference Move (moMove ) initializer.
+More...
+
+#include <moMoveInit.h >
+
+
+Detailed Description
+template<class M>
+
+Move (moMove ) initializer.
+
+Class which allows to initiase a move. Only a description... An object that herits from this class needs to be designed to be used.
+
+
+
+Definition at line 22 of file moMoveInit.h .
Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moMoveLoopExpl< M > Class Template Reference
+moMoveLoopExpl< M > Class Template Reference Class which describes an iterative explorer.
+More...
+
+#include <moMoveLoopExpl.h >
+
+
Inheritance diagram for moMoveLoopExpl< M >:
+
+
+
+Detailed Description
+template<class M>
+
+Class which describes an iterative explorer.
+
+Only a description... moHCMoveLoopExpl and moTSMoveLoopExpl are exemples of class that are a moMoveLoopExpl .
+
+
+
+Definition at line 21 of file moMoveLoopExpl.h .
Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: Member List
+moMoveSelect< M > Member List This is the complete list of members for moMoveSelect< M > , including all inherited members.
Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moMoveSelect< M > Class Template Reference
+moMoveSelect< M > Class Template Reference Class that describes a move selector (moMove ).
+More...
+
+#include <moMoveSelect.h >
+
+
Inheritance diagram for moMoveSelect< M >:
+
+
+List of all members.
+Public Types Fitness Alias for the fitness. Public Member Functions virtual void init (const Fitness &__fit)=0 Procedure which initialises all that the move selector needs including the initial fitness. virtual bool update (const M &__move, const Fitness &__fit)=0 Function which updates the best solutions.
+Detailed Description
+template<class M>
+
+Class that describes a move selector (moMove ).
+
+It iteratively considers some moves (moMove ) and their associated fitnesses. The best move is so regularly updated. At any time, it could be accessed.
+
+
+
+Definition at line 32 of file moMoveSelect.h .
Member Function Documentation
+
+
+
+template<class M>
+
+
+ virtual void moMoveSelect < M >::init
+ (
+ const Fitness &
+ __fit
+ )
+ [pure virtual]
+
+
+
+
+
+Procedure which initialises all that the move selector needs including the initial fitness.
+
+In order to know the fitness of the solution, for which the neighborhood will be soon explored
+
Parameters:
+
+ __fit the current fitness.
+
+
+
+Implemented in moBestImprSelect< M > , moFirstImprSelect< M > , and moRandImprSelect< M > .
+
+
+
+
+
+template<class M>
+
+
+ virtual bool moMoveSelect < M >::update
+ (
+ const M &
+ __move ,
+
+
+ const Fitness &
+ __fit
+
+
+ )
+ [pure virtual]
+
+
+
+
+
+Function which updates the best solutions.
+
+
Parameters:
+
+ __move a new move. __fit a fitness linked to the new move.
+
+
Returns: a boolean that expresses the need to resume the exploration.
+
+
+Implemented in moBestImprSelect< M > , and moRandImprSelect< M > .
+
+
+
Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moNextMove< M > Class Template Reference
+moNextMove< M > Class Template Reference Class which allows to generate a new move (moMove ).
+More...
+
+#include <moNextMove.h >
+
+
Inheritance diagram for moNextMove< M >:
+
+
+
+Detailed Description
+template<class M>
+
+Class which allows to generate a new move (moMove ).
+
+Useful for the explorer (for moTS or moHC ). Does nothing... An object that herits from this class needs to be designed for being used.
+
+
+
+Definition at line 22 of file moNextMove.h .
Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: Member List
+moNoAspirCrit< M > Member List This is the complete list of members for moNoAspirCrit< M > , including all inherited members.
Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moNoAspirCrit< M > Class Template Reference
+moNoAspirCrit< M > Class Template Reference One of the possible aspiration criterion (moAspirCrit ).
+More...
+
+#include <moNoAspirCrit.h >
+
+
Inheritance diagram for moNoAspirCrit< M >:
+
+
+List of all members.
+Private Member Functions bool operator() (const M &__move, const typename M::EOType::Fitness &__sol) Function which describes the aspiration criterion behaviour. void init () Procedure which initialises all that needs a moNoAspirCrit .
+Detailed Description
+template<class M>
+
+One of the possible aspiration criterion (moAspirCrit ).
+
+The simplest : never satisfied.
+
+
+
+Definition at line 21 of file moNoAspirCrit.h .
Member Function Documentation
+
+
+
+template<class M>
+
+
+ bool moNoAspirCrit < M >::operator()
+ (
+ const M &
+ __move ,
+
+
+ const typename M::EOType::Fitness &
+ __sol
+
+
+ )
+ [inline, private]
+
+
+
+
+
+Function which describes the aspiration criterion behaviour.
+
+Does nothing.
+
Parameters:
+
+ __move a move. __sol a fitness.
+
+
Returns: FALSE.
+
+
+Definition at line 32 of file moNoAspirCrit.h .
+
+
+
+
+
+template<class M>
+
+
+ void moNoAspirCrit < M >::init
+ (
+
+ )
+ [inline, private, virtual]
+
+
+
+
+
Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: Member List
+moRandImprSelect< M > Member List This is the complete list of members for moRandImprSelect< M > , including all inherited members.
Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moRandImprSelect< M > Class Template Reference
+moRandImprSelect< M > Class Template Reference One of the possible moMove selector (moMoveSelect ).
+More...
+
+#include <moRandImprSelect.h >
+
+
Inheritance diagram for moRandImprSelect< M >:
+
+
+List of all members.
+Public Types Fitness Alias for the fitness. Public Member Functions void init (const Fitness &__fit) Procedure which all that needs a moRandImprSelect . bool update (const M &__move, const Fitness &__fit) Function that updates the fitness and move vectors. void operator() (M &__move, Fitness &__fit) throw (EmptySelection) The move selection. Private Attributes Fitness init_fit Fitness of the current solution. Fitness > vect_better_fit Candidate fitnesse vector. vect_better_moves Candidate move vector.
+Detailed Description
+template<class M>
+
+One of the possible moMove selector (moMoveSelect ).
+
+All the neighbors are considered. One of them that enables an improvment of the objective function is choosen.
+
+
+
+Definition at line 25 of file moRandImprSelect.h .
Member Function Documentation
+
+
+
+
+template<class M>
+
+
+ bool moRandImprSelect < M >::update
+ (
+ const M &
+ __move ,
+
+
+ const Fitness &
+ __fit
+
+
+ )
+ [inline, virtual]
+
+
+
+
+
+
Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moRandMove< M > Class Template Reference
+moRandMove< M > Class Template Reference Random move generator.
+More...
+
+#include <moRandMove.h >
+
+
+Detailed Description
+template<class M>
+
+Random move generator.
+
+Only a description... An object that herits from this class needs to be designed in order to use a moSA .
+
+
+
+Definition at line 21 of file moRandMove.h .
Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: Member List
+moSA< M > Member List This is the complete list of members for moSA< M > , including all inherited members.
Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moSA< M > Class Template Reference
+moSA< M > Class Template Reference Simulated Annealing (SA).
+More...
+
+#include <moSA.h >
+
+
Inheritance diagram for moSA< M >:
+
+
+List of all members.
+Detailed Description
+template<class M>
+
+Simulated Annealing (SA).
+
+Class that describes a Simulated Annealing algorithm.
+
+
+
+Definition at line 32 of file moSA.h .
Constructor & Destructor Documentation
+
+
+
+
+
+SA constructor.
+
+All the boxes used by a SA need to be given.
+
Parameters:
+
+ __move_rand a move generator (generally randomly). __incr_eval a (generaly) efficient evaluation function __cont a stopping criterion. __init_temp the initial temperature. __cool_sched a cooling schedule, describes how the temperature is modified. __full_eval a full evaluation function.
+
+
+
+Definition at line 60 of file moSA.h .
+
+
+
Member Function Documentation
+
+
+
+template<class M>
+
+
+ bool moSA < M >::operator()
+ (
+ EOT & __sol
+ )
+ [inline]
+
+
+
+
+
Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: Member List
+moSolContinue< EOT > Member List This is the complete list of members for moSolContinue< EOT > , including all inherited members.
Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moSolContinue< EOT > Class Template Reference
+moSolContinue< EOT > Class Template Reference Class that describes a stop criterion for a solution-based heuristic.
+More...
+
+#include <moSolContinue.h >
+
+
Inheritance diagram for moSolContinue< EOT >:
+
+
+List of all members.
+Public Member Functions virtual void init ()=0 Procedure which initialises all that the stop criterion needs.
+Detailed Description
+template<class EOT>
+
+Class that describes a stop criterion for a solution-based heuristic.
+
+It allows to add an initialisation procedure to an object that is a unary function (eoUF).
+
+
+
+Definition at line 22 of file moSolContinue.h .
Member Function Documentation
+
+
+
+template<class EOT>
+
+
+ virtual void moSolContinue < EOT >::init
+ (
+
+ )
+ [pure virtual]
+
+
+
+
+
+Procedure which initialises all that the stop criterion needs.
+
+Generally, it allocates some data structures or initialises some counters.
+
+Implemented in moGenSolContinue< EOT > .
+
+
+
Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: Member List
+moTS< M > Member List This is the complete list of members for moTS< M > , including all inherited members.
+ cont moTS< M > [private]EOT typedefmoTS< M > [private]first_time moTS< M > [private, static]Fitness typedefmoTS< M > [private]full_eval moTS< M > [private]moTS (moMoveInit< M > &__move_init, moNextMove< M > &__next_move, moMoveIncrEval< M > &__incr_eval, moTabuList< M > &__tabu_list, moAspirCrit< M > &__aspir_crit, moSolContinue< EOT > &__cont, eoEvalFunc< EOT > &__full_eval)moTS< M > [inline]moTS (moMoveExpl< M > &__move_expl, moSolContinue< EOT > &__cont, eoEvalFunc< EOT > &__full_eval)moTS< M > [inline]move_expl moTS< M > [private]mutex moTS< M > [private, static]operator() (EOT &__sol)moTS< M > [inline]
Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moTS< M > Class Template Reference
+moTS< M > Class Template Reference Tabu Search (TS).
+More...
+
+#include <moTS.h >
+
+
Inheritance diagram for moTS< M >:
+
+
+List of all members.
+Detailed Description
+template<class M>
+
+Tabu Search (TS).
+
+Generic algorithm that describes a tabu search.
+
+
+
+Definition at line 30 of file moTS.h .
Constructor & Destructor Documentation
+
+
+
+
+
+Constructor of a moTS specifying all the boxes.
+
+In this constructor, a moTSMoveLoopExpl is instanciated.
+
Parameters:
+
+ __move_init move initialisation __next_move neighborhood explorer __incr_eval efficient evaluation __tabu_list tabu list __aspir_crit aspiration criterion __cont stop criterion __full_eval full evaluation function
+
+
+
+Definition at line 59 of file moTS.h .
+
+References moTS< M >::first_time , and moTS< M >::mutex .
+
+
+
+
+
+
+
+Constructor with less parameters.
+
+The explorer is given in the parameters.
+
Parameters:
+
+ __move_expl the explorer (generally different that a moTSMoveLoopExpl ) __cont stop criterion __full_eval full evaluation function
+
+
+
+Definition at line 81 of file moTS.h .
+
+References moTS< M >::first_time , and moTS< M >::mutex .
+
+
+
Member Function Documentation
+
+
+
+template<class M>
+
+
+ bool moTS < M >::operator()
+ (
+ EOT & __sol
+ )
+ [inline]
+
+
+
+
+
Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: Member List
+moTSMoveLoopExpl< M > Member List This is the complete list of members for moTSMoveLoopExpl< M > , including all inherited members.
Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moTSMoveLoopExpl< M > Class Template Reference
+moTSMoveLoopExpl< M > Class Template Reference Explorer for a Tabu Search algorithm.
+More...
+
+#include <moTSMoveLoopExpl.h >
+
+
Inheritance diagram for moTSMoveLoopExpl< M >:
+
+
+List of all members.
+Detailed Description
+template<class M>
+
+Explorer for a Tabu Search algorithm.
+
+It is used by a moTS .
+
+
+
+Definition at line 30 of file moTSMoveLoopExpl.h .
Constructor & Destructor Documentation
+
+
Member Function Documentation
+
+
+
+template<class M>
+
+
+ void moTSMoveLoopExpl < M >::operator()
+ (
+ const EOT &
+ __old_sol ,
+
+
+ EOT & __new_sol
+
+
+ )
+ [inline]
+
+
+
+
+
Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: Member List
+moTabuList< M > Member List This is the complete list of members for moTabuList< M > , including all inherited members.
Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moTabuList< M > Class Template Reference
+moTabuList< M > Class Template Reference Class describing a tabu list that a moTS uses.
+More...
+
+#include <moTabuList.h >
+
+List of all members.
+Public Types EOT Alias for the type. Public Member Functions virtual void add (const M &__move, const EOT &__sol)=0 Procedure to add a move in the tabu list. virtual void update ()=0 Procedure that updates the tabu list content. virtual void init ()=0 Procedure which initialises the tabu list.
+Detailed Description
+template<class M>
+
+Class describing a tabu list that a moTS uses.
+
+It is only a description, does nothing... A new object that herits from this class has to be defined in order to be used in a moTS .
+
+
+
+Definition at line 22 of file moTabuList.h .
Member Function Documentation
+
+
+
+template<class M>
+
+
+ virtual void moTabuList < M >::add
+ (
+ const M &
+ __move ,
+
+
+ const EOT &
+ __sol
+
+
+ )
+ [pure virtual]
+
+
+
+
+
+Procedure to add a move in the tabu list.
+
+The two parameters have not to be modified so they are constant parameters
+
Parameters:
+
+ __move a new tabu move __sol the solution associated to this move
+
+
+
+
+
+
+
+template<class M>
+
+
+ virtual void moTabuList < M >::update
+ (
+
+ )
+ [pure virtual]
+
+
+
+
+
+Procedure that updates the tabu list content.
+
+Generally, a counter associated to each saved move is decreased by one.
+
+
+
+
+
+template<class M>
+
+
+ virtual void moTabuList < M >::init
+ (
+
+ )
+ [pure virtual]
+
+
+
+
+
+Procedure which initialises the tabu list.
+
+Can be useful if the data structure needs to be allocated before being used.
+
+
+
Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: File Index
+PARADISEO-MO File List Here is a list of all documented files with brief descriptions:
+Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: Class Members
+
+Here is a list of all documented class members with links to the class documentation for each member:
+
+
+
+
+
+
+first_time
+: moBestImprSelect< M >
+, moImprBestFitAspirCrit< M >
+, moTS< M >
+ Fitness
+: moImprBestFitAspirCrit< M >
+, moTS< M >
+, moTSMoveLoopExpl< M >
+, moBestImprSelect< M >
+, moRandImprSelect< M >
+, moHC< M >
+, moMoveSelect< M >
+, moHCMoveLoopExpl< M >
+, moFirstImprSelect< M >
+, moSA< M >
+ full_eval
+: moHC< M >
+, moSA< M >
+, moTS< M >
+ func
+: moLSCheckPoint< M >
+
+
+incr_eval
+: moHCMoveLoopExpl< M >
+, moSA< M >
+, moTSMoveLoopExpl< M >
+ init()
+: moRandImprSelect< M >
+, moNoAspirCrit< M >
+, moBestImprSelect< M >
+, moImprBestFitAspirCrit< M >
+, moTabuList< M >
+, moFirstImprSelect< M >
+, moGenSolContinue< EOT >
+, moAspirCrit< M >
+, moMoveSelect< M >
+, moSolContinue< EOT >
+ init_fit
+: moFirstImprSelect< M >
+, moRandImprSelect< M >
+ init_temp
+: moSA< M >
+
+
+
+
+operator()()
+: moBestImprSelect< M >
+, moTSMoveLoopExpl< M >
+, moTS< M >
+, moSA< M >
+, moRandImprSelect< M >
+, moNoAspirCrit< M >
+, moLSCheckPoint< M >
+, moItRandNextMove< M >
+, moImprBestFitAspirCrit< M >
+, moHCMoveLoopExpl< M >
+, moHC< M >
+, moGenSolContinue< EOT >
+, moFirstImprSelect< M >
+, moEasyCoolSched
+
+
+
+
+
+Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: Class Members - Functions
+
+
+
+
+
+
+
+operator()()
+: moBestImprSelect< M >
+, moTSMoveLoopExpl< M >
+, moTS< M >
+, moSA< M >
+, moRandImprSelect< M >
+, moNoAspirCrit< M >
+, moLSCheckPoint< M >
+, moItRandNextMove< M >
+, moImprBestFitAspirCrit< M >
+, moHCMoveLoopExpl< M >
+, moHC< M >
+, moGenSolContinue< EOT >
+, moFirstImprSelect< M >
+, moEasyCoolSched
+
+
+Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: Class Members - Typedefs
+
+
+EOT
+: moHC< M >
+, moHCMoveLoopExpl< M >
+, moTS< M >
+, moTabuList< M >
+, moSA< M >
+, moTSMoveLoopExpl< M >
+, moItRandNextMove< M >
+ EOType
+: moMove< EOT >
+ Fitness
+: moBestImprSelect< M >
+, moTSMoveLoopExpl< M >
+, moTS< M >
+, moSA< M >
+, moRandImprSelect< M >
+, moMoveSelect< M >
+, moImprBestFitAspirCrit< M >
+, moHCMoveLoopExpl< M >
+, moHC< M >
+, moFirstImprSelect< M >
+
+Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: Class Members - Variables
+
+
+
+
+
+
+
+
+
+
+
+
+
+Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: Hierarchical Index
+PARADISEO-MO Class Hierarchy This inheritance list is sorted roughly, but not completely, alphabetically:
+Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO
+
+
+
diff --git a/trunk/paradiseo-mo/tutorial/docs/html/index_8h-source.html b/trunk/paradiseo-mo/tutorial/docs/html/index_8h-source.html
new file mode 100644
index 000000000..4ac849937
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/html/index_8h-source.html
@@ -0,0 +1,34 @@
+
+PARADISEO-MO: index.h Source File
+index.h Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 ; s/[ \t\n]*$//g ; $subst{"_doc"} = $_;
+ $_= ; s/[ \t\n]*$//g ; $subst{"_cgi"} = $_;
+}
+
+while ( @ARGV ) {
+ $_ = shift @ARGV;
+ if ( s/^-// ) {
+ if ( /^l(.*)/ ) {
+ $v = ($1 eq "") ? shift @ARGV : $1;
+ ($v =~ /\/$/) || ($v .= "/");
+ $_ = $v;
+ if ( /(.+)\@(.+)/ ) {
+ if ( exists $subst{$1} ) {
+ $subst{$1} = $2;
+ } else {
+ print STDERR "Unknown tag file $1 given with option -l\n";
+ &usage();
+ }
+ } else {
+ print STDERR "Argument $_ is invalid for option -l\n";
+ &usage();
+ }
+ }
+ elsif ( /^q/ ) {
+ $quiet = 1;
+ }
+ elsif ( /^\?|^h/ ) {
+ &usage();
+ }
+ else {
+ print STDERR "Illegal option -$_\n";
+ &usage();
+ }
+ }
+ else {
+ push (@files, $_ );
+ }
+}
+
+foreach $sub (keys %subst)
+{
+ if ( $subst{$sub} eq "" )
+ {
+ print STDERR "No substitute given for tag file `$sub'\n";
+ &usage();
+ }
+ elsif ( ! $quiet && $sub ne "_doc" && $sub ne "_cgi" )
+ {
+ print "Substituting $subst{$sub} for each occurence of tag file $sub\n";
+ }
+}
+
+if ( ! @files ) {
+ if (opendir(D,".")) {
+ foreach $file ( readdir(D) ) {
+ $match = ".html";
+ next if ( $file =~ /^\.\.?$/ );
+ ($file =~ /$match/) && (push @files, $file);
+ ($file =~ "tree.js") && (push @files, $file);
+ }
+ closedir(D);
+ }
+}
+
+if ( ! @files ) {
+ print STDERR "Warning: No input files given and none found!\n";
+}
+
+foreach $f (@files)
+{
+ if ( ! $quiet ) {
+ print "Editing: $f...\n";
+ }
+ $oldf = $f;
+ $f .= ".bak";
+ unless (rename $oldf,$f) {
+ print STDERR "Error: cannot rename file $oldf\n";
+ exit 1;
+ }
+ if (open(F,"<$f")) {
+ unless (open(G,">$oldf")) {
+ print STDERR "Error: opening file $oldf for writing\n";
+ exit 1;
+ }
+ if ($oldf ne "tree.js") {
+ while () {
+ s/doxygen\=\"([^ \"\:\t\>\<]*)\:([^ \"\t\>\<]*)\" (href|src)=\"\2/doxygen\=\"$1:$subst{$1}\" \3=\"$subst{$1}/g;
+ print G "$_";
+ }
+ }
+ else {
+ while () {
+ s/\"([^ \"\:\t\>\<]*)\:([^ \"\t\>\<]*)\", \"\2/\"$1:$subst{$1}\" ,\"$subst{$1}/g;
+ print G "$_";
+ }
+ }
+ }
+ else {
+ print STDERR "Warning file $f does not exist\n";
+ }
+ unlink $f;
+}
+
+sub usage {
+ print STDERR "Usage: installdox [options] [html-file [html-file ...]]\n";
+ print STDERR "Options:\n";
+ print STDERR " -l tagfile\@linkName tag file + URL or directory \n";
+ print STDERR " -q Quiet mode\n\n";
+ exit 1;
+}
diff --git a/trunk/paradiseo-mo/tutorial/docs/html/main.html b/trunk/paradiseo-mo/tutorial/docs/html/main.html
new file mode 100644
index 000000000..0ca3db448
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/html/main.html
@@ -0,0 +1,39 @@
+
+PARADISEO-MO: Welcome to PARADISEO-Moving Objects
+Welcome to PARADISEO-Moving Objects
+
+
0.1
+MO is an extension of the ANSI-C++ compliant evolutionary computation library EO. README file in the top-directory of the source-tree.
+Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: mo.h Source File
+mo.h #ifndef __mo_h
+#define __mo_h
+#include "moAspirCrit.h"
+#include "moAlgo.h"
+#include "moBestImprSelect.h"
+#include "moCoolSched.h"
+#include "moEasyCoolSched.h"
+#include "moFirstImprSelect.h"
+#include "moGenSolContinue.h"
+#include "moHC.h"
+#include "moHCMoveLoopExpl.h"
+#include "moImprBestFitAspirCrit.h"
+#include "moItRandNextMove.h"
+#include "moLSCheckPoint.h"
+#include "moMoveExpl.h"
+#include "moMove.h"
+#include "moMoveIncrEval.h"
+#include "moMoveInit.h"
+#include "moMoveLoopExpl.h"
+#include "moMoveSelect.h"
+#include "moNextMove.h"
+#include "moNoAspirCrit.h"
+#include "moRandImprSelect.h"
+#include "moRandMove.h"
+#include "moSA.h"
+#include "moSolContinue.h"
+#include "moTabuList.h"
+#include "moTS.h"
+#include "moTSMoveLoopExpl.h"
+#endif
+Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moAlgo.h Source File
+moAlgo.h #ifndef __moAlgo_h
+#define __moAlgo_h
+#include <eoOp.h>
+00021 template < class EOT > class moAlgo :public eoMonOp < EOT >
+#endif
+Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moAspirCrit.h Source File
+moAspirCrit.h #ifndef __moAspirCrit_h
+#define __moAspirCrit_h
+#include <eoFunctor.h>
+00022 template < class M > class moAspirCrit :public eoBF < const M &, const typename
+public :
+virtual void
+init () = 0;
+#endif
+Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moBestImprSelect.h Source File
+moBestImprSelect.h Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moCoolSched.h Source File
+moCoolSched.h #ifndef __moCoolSched_h
+#define __moCoolSched_h
+#include <eoFunctor.h>
+00022 class moCoolSched :public eoUF < double &, bool >
+#endif
+Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moEasyCoolSched.h Source File
+moEasyCoolSched.h #ifndef __moEasyCoolSched_h
+#define __moEasyCoolSched_h
+#include "moCoolSched.h"
+00022 class moEasyCoolSched :public moCoolSched
+public :
+00031 moEasyCoolSched (double __threshold,
+double __ratio):threshold (__threshold), ratio (__ratio)
+00044 bool operator () (double &__temp)
+return (__temp *= ratio ) > threshold ;
+private :
+00053 double threshold ;
+00056 double ratio ;
+#endif
+Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moFirstImprSelect.h Source File
+moFirstImprSelect.h #ifndef __moFirstImprSelect_h
+#define __moFirstImprSelect_h
+#include "moMoveSelect.h"
+00023 template < class M > class moFirstImprSelect :public moMoveSelect < M >
+public :
+00029 typedef typename M::EOType::Fitness Fitness ;
+00035 virtual void init (const Fitness & __fit)
+valid = false ;
+init_fit = __fit;
+00052 bool update (const M & __move, const typename M::EOType::Fitness & __fit)
+if (__fit > init_fit )
+best_fit = __fit;
+best_move = __move;
+valid = true ;
+return false ;
+else
+return true ;
+00076 void operator () (M & __move, Fitness & __fit) throw (EmptySelection )
+if (valid )
+best_move ;
+best_fit ;
+else
+throw EmptySelection ();
+private :
+00091 bool valid ;
+00094 M best_move ;
+00097 Fitness init_fit ;
+00100 Fitness best_fit ;
+#endif
+Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moGenSolContinue.h Source File
+moGenSolContinue.h #ifndef __moGenSolContinue_h
+#define __moGenSolContinue_h
+#include "moSolContinue.h"
+00021 template < class EOT > class moGenSolContinue :public moSolContinue < EOT >
+public :
+00030 moGenSolContinue (unsigned __maxNumGen):maxNumGen (__maxNumGen), numGen (0)
+00044 bool operator () (const EOT & __sol)
+return (++numGen < maxNumGen );
+00054 void init ()
+numGen = 0;
+private :
+00063 unsigned maxNumGen ;
+00066 unsigned numGen ;
+#endif
+Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moHC.h Source File
+moHC.h #ifndef __moHC_h
+#define __moHC_h
+#include <eoOp.h>
+#include <eoEvalFunc.h>
+#include "moAlgo.h"
+#include "moMoveExpl.h"
+#include "moHCMoveLoopExpl.h"
+00026 template < class M > class moHC :public moAlgo < typename M::EOType >
+typedef
+typename
+00033 EOT ;
+typedef
+typename
+00039 Fitness ;
+public :
+00053 moHC (moMoveInit < M > &__move_init, moNextMove < M > &__next_move, moMoveIncrEval < M > &__incr_eval, moMoveSelect < M > &__move_select, eoEvalFunc < EOT > &__full_eval):move_expl (*new moHCMoveLoopExpl < M >
+full_eval (__full_eval)
+00067 moHC (moMoveExpl < M > &__move_expl, eoEvalFunc < EOT > &__full_eval):move_expl (__move_expl),
+full_eval
+00082 bool operator () (EOT & __sol)
+if (__sol.invalid ())
+full_eval (__sol);
+EOT new_sol;
+do
+try
+move_expl (__sol, new_sol);
+catch (EmptySelection & __ex)
+break ;
+if (new_sol.fitness () > __sol.fitness ())
+else
+break ;
+while (true );
+return true ;
+private :
+00127 moMoveExpl < M > &move_expl ;
+00130 eoEvalFunc < EOT > &full_eval ;
+#endif
+Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moHCMoveLoopExpl.h Source File
+moHCMoveLoopExpl.h #ifndef __moHCMoveLoopExpl_h
+#define __moHCMoveLoopExpl_h
+#include "moMoveLoopExpl.h"
+#include "moMoveInit.h"
+#include "moNextMove.h"
+#include "moMoveIncrEval.h"
+#include "moMoveSelect.h"
+00023 template < class M > class moHCMoveLoopExpl :public moMoveLoopExpl < M >
+00027 typedef typename M::EOType EOT ;
+00030 typedef typename M::EOType::Fitness Fitness ;
+public :
+00043 moHCMoveLoopExpl (moMoveInit < M > &__move_init, moNextMove < M > &__next_move, moMoveIncrEval < M > &__incr_eval, moMoveSelect < M > &__move_select):
+move_init (__move_init),
+next_move (__next_move),
+incr_eval (__incr_eval), move_select (__move_select)
+00059 void operator () (const EOT & __old_sol, EOT & __new_sol)
+move_init (move, __old_sol);
+move_select .init (__old_sol.fitness ());
+while (move_select .update (move, incr_eval (move, __old_sol))
+next_move (move, __old_sol));
+try
+Fitness best_move_fit;
+move_select (best_move, best_move_fit);
+catch (EmptySelection & __ex)
+private :
+00095 moMoveInit < M > &move_init ;
+00098 moNextMove < M > &next_move ;
+00101 moMoveIncrEval < M > &incr_eval ;
+00104 moMoveSelect < M > &move_select ;
+#endif
+Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moImprBestFitAspirCrit.h Source File
+moImprBestFitAspirCrit.h #ifndef __moImprBestFitAspirCrit_h
+#define __moImprBestFitAspirCrit_h
+#include "moAspirCrit.h"
+00022 template < class M > class moImprBestFitAspirCrit :public moAspirCrit < M >
+public :
+00028 typedef typename M::EOType::Fitness Fitness ;
+00031 moImprBestFitAspirCrit ()
+first_time = true ;
+00038 void init ()
+first_time = true ;
+00052 bool operator () (const M & __move, const Fitness & __fit)
+if (first_time )
+best_fit = __fit;
+first_time = false ;
+return true ;
+else if (__fit < best_fit )
+return false ;
+else
+best_fit = __fit;
+return true ;
+private :
+00078 Fitness best_fit ;
+00081 bool first_time ;
+#endif
+Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moItRandNextMove.h Source File
+moItRandNextMove.h #ifndef __moItRandNextMove_h
+#define __moItRandNextMove_h
+#include "moNextMove.h"
+#include "moRandMove.h"
+00022 template < class M > class moItRandNextMove :public moNextMove < M >
+00026 typedef typename M::EOType EOT ;
+public :
+00037 moItRandNextMove (moRandMove < M > &__rand_move,
+unsigned __max_iter):rand_move (__rand_move),
+max_iter (__max_iter), num_iter (0)
+00052 bool operator () (M & __move, const EOT & __sol)
+if (num_iter ++ > max_iter )
+num_iter = 0;
+return false ;
+else
+rand_move (__move);
+num_iter ++;
+return true ;
+private :
+00074 moRandMove < M > &rand_move ;
+00077 unsigned max_iter ;
+00080 unsigned num_iter ;
+#endif
+Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moLSCheckPoint.h Source File
+moLSCheckPoint.h #ifndef __moSolUpdater_h
+#define __moSolUpdater_h
+#include <eoFunctor.h>
+00021 template < class M > class moLSCheckPoint :public eoBF < const M &, const typename
+public :
+void
+00034 operator () (const M & __move, const typename M::EOType & __sol)
+for (unsigned i = 0; i < func .size (); i++)
+func [i]->operator ()(__move, __sol);
+void
+00049 add (eoBF < const M &, const typename M::EOType &, void >&__f)
+func .push_back (&__f);
+private :
+const
+const
+typename
+void >*>
+00062 func ;
+#endif
+Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moMove.h Source File
+moMove.h #ifndef __moMove_h
+#define __moMove_h
+#include <eoFunctor.h>
+00023 template < class EOT > class moMove :public eoUF < EOT &, void >
+public :
+00028 typedef EOT EOType ;
+#endif
+Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moMoveExpl.h Source File
+moMoveExpl.h #ifndef __moMoveExpl_h
+#define __moMoveExpl_h
+#include <eoFunctor.h>
+00021 template < class M > class moMoveExpl :public eoBF < const typename
+#endif
+Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moMoveIncrEval.h Source File
+moMoveIncrEval.h #ifndef __moMoveIncrEval_h
+#define __moMoveIncrEval_h
+#include <eoFunctor.h>
+00024 template < class M > class moMoveIncrEval :public eoBF < const M &, const typename
+#endif
+Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moMoveInit.h Source File
+moMoveInit.h #ifndef __moMoveInit_h
+#define __moMoveInit_h
+#include <eoFunctor.h>
+00022 template < class M > class moMoveInit :public eoBF < M &, const typename
+#endif
+Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moMoveLoopExpl.h Source File
+moMoveLoopExpl.h #ifndef __moMoveLoopExpl_h
+#define __moMoveLoopExpl_h
+#include "moMoveExpl.h"
+00021 template < class M > class moMoveLoopExpl :public moMoveExpl < M >
+#endif
+Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moMoveSelect.h Source File
+moMoveSelect.h #ifndef __moMoveSelect_h
+#define __moMoveSelect_h
+#include <eoFunctor.h>
+00021 class EmptySelection
+00032 template < class M > class moMoveSelect :public eoBF < M &, typename M::EOType::Fitness &,
+public :
+typedef
+typename
+00040 Fitness ;
+virtual void
+init (const Fitness & __fit) = 0;
+virtual
+bool
+update (const M & __move, const Fitness & __fit) = 0;
+#endif
+Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moNextMove.h Source File
+moNextMove.h #ifndef __moNextMove_h
+#define __moNextMove_h
+#include <eoFunctor.h>
+00022 template < class M > class moNextMove :public eoBF < M &, const typename
+#endif
+Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moNoAspirCrit.h Source File
+moNoAspirCrit.h #ifndef __moNoAspirCrit_h
+#define __moNoAspirCrit_h
+#include "moAspirCrit.h"
+00021 template < class M > class moNoAspirCrit :public moAspirCrit < M >
+00032 bool operator () (const M & __move,
+const typename M::EOType::Fitness & __sol)
+return false ;
+00043 void init ()
+#endif
+Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moRandImprSelect.h Source File
+moRandImprSelect.h Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moRandMove.h Source File
+moRandMove.h #ifndef __moRandMove_h
+#define __moRandMove_h
+#include <eoFunctor.h>
+00021 template < class M > class moRandMove :public eoUF < M &, void >
+#endif
+Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moSA.h Source File
+moSA.h #ifndef __moSA_h
+#define __moSA_h
+#include <unistd.h>
+#include <eoOp.h>
+#include <eoEvalFunc.h>
+#include "moAlgo.h"
+#include "moRandMove.h"
+#include "moMoveIncrEval.h"
+#include "moCoolSched.h"
+#include "moSolContinue.h"
+#include <math.h>
+00032 template < class M > class moSA :public moAlgo < typename M::EOType >
+typedef
+typename
+00039 EOT ;
+typedef
+typename
+00045 Fitness ;
+public :
+00060 moSA (moRandMove < M > &__move_rand,
+double __init_temp,
+moCoolSched & __cool_sched, eoEvalFunc < EOT > &__full_eval):
+move_rand (__move_rand),
+incr_eval (__incr_eval),
+cont (__cont),
+init_temp (__init_temp),
+cool_sched (__cool_sched),
+full_eval (__full_eval)
+00082 bool operator () (EOT & __sol)
+if (__sol.invalid ())
+full_eval (__sol);
+double
+init_temp ;
+EOT best_sol = __sol;
+do
+cont .init ();
+do
+move_rand (move);
+Fitness delta_fit = incr_eval (move, __sol) - __sol.fitness ();
+if (delta_fit > 0 || rng.uniform () < exp (delta_fit / temp))
+incr_eval (move, __sol));
+if (__sol.fitness () > best_sol.fitness ())
+while (cont (__sol));
+while (cool_sched (temp));
+return true ;
+private :
+00134 moRandMove < M > &move_rand ;
+00137 moMoveIncrEval < M > &incr_eval ;
+00140 moSolContinue < EOT > &cont ;
+double
+00144 init_temp ;
+00147 moCoolSched & cool_sched ;
+00150 eoEvalFunc < EOT > &full_eval ;
+#endif
+Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moSolContinue.h Source File
+moSolContinue.h #ifndef __moSolContinue_h
+#define __moSolContinue_h
+#include <eoFunctor.h>
+00022 template < class EOT > class moSolContinue :public eoUF < const EOT &, bool >
+public :
+virtual void init () = 0;
+#endif
+Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moTS.h Source File
+moTS.h #ifndef __moTS_h
+#define __moTS_h
+#include <eoOp.h>
+#include <eoEvalFunc.h>
+#include "moAlgo.h"
+#include "moSolContinue.h"
+#include "moMoveExpl.h"
+#include "moTSMoveLoopExpl.h"
+#include <pthread.h>
+00030 template < class M > class moTS :public moAlgo < typename M::EOType >
+typedef
+typename
+00037 EOT ;
+typedef
+typename
+00043 Fitness ;
+public :
+00059 moTS (moMoveInit < M > &__move_init, moNextMove < M > &__next_move, moMoveIncrEval < M > &__incr_eval, moTabuList < M > &__tabu_list, moAspirCrit < M > &__aspir_crit, moSolContinue < EOT > &__cont, eoEvalFunc < EOT > &__full_eval):move_expl (*new moTSMoveLoopExpl < M >
+cont (__cont), full_eval (__full_eval)
+if (first_time )
+mutex , 0);
+first_time = false ;
+00081 moTS (moMoveExpl < M > &__move_expl, moSolContinue < EOT > &__cont, eoEvalFunc < EOT > &__full_eval):move_expl (__move_expl),
+cont (__cont),
+full_eval (__full_eval)
+if (first_time )
+mutex , 0);
+first_time = false ;
+00104 bool operator () (EOT & __sol)
+mutex );
+if (__sol.invalid ())
+full_eval (__sol);
+EOT best_sol = __sol, new_sol;
+cont .init ();
+do
+try
+move_expl (__sol, new_sol);
+catch (EmptySelection & __ex)
+break ;
+if (new_sol.fitness () > __sol.fitness ())
+while (cont (__sol));
+mutex );
+return true ;
+private :
+static
+bool
+00161 first_time ;
+static
+00166 mutex ;
+00169 moMoveExpl < M > &move_expl ;
+00172 moSolContinue < EOT > &cont ;
+00175 eoEvalFunc < EOT > &full_eval ;
+template < class EOT > pthread_mutex_t moTS < EOT >::mutex;
+template < class EOT > bool moTS < EOT >::first_time = true ;
+#endif
+Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moTSMoveLoopExpl.h Source File
+moTSMoveLoopExpl.h #ifndef __moTSMoveLoopExpl_h
+#define __moTSMoveLoopExpl_h
+#include "moMoveLoopExpl.h"
+#include "moMoveInit.h"
+#include "moNextMove.h"
+#include "moMoveIncrEval.h"
+#include "moMoveSelect.h"
+#include "moTabuList.h"
+#include "moAspirCrit.h"
+#include "moBestImprSelect.h"
+00030 template < class M > class moTSMoveLoopExpl :public moMoveLoopExpl < M >
+00034 typedef typename M::EOType EOT ;
+00037 typedef typename M::EOType::Fitness Fitness ;
+public :
+00049 moTSMoveLoopExpl (moMoveInit < M > &__move_init, moNextMove < M > &__next_move, moMoveIncrEval < M > &__incr_eval, moTabuList < M > &__tabu_list, moAspirCrit < M > &__aspir_crit):
+move_init (__move_init),
+next_move (__next_move),
+incr_eval (__incr_eval),
+tabu_list (__tabu_list), aspir_crit (__aspir_crit)
+tabu_list .init ();
+aspir_crit .init ();
+00069 void operator () (const EOT & __old_sol, EOT & __new_sol)
+move_init (move, __old_sol);
+move_select .init (__old_sol.fitness ());
+do
+Fitness fit = incr_eval (move, __old_sol);
+if (!tabu_list (move, __old_sol) || aspir_crit (move, fit))
+if (!move_select .update (move, fit))
+break ;
+while (next_move (move, __old_sol));
+Fitness best_move_fit;
+move_select (best_move, best_move_fit);
+tabu_list .update ();
+tabu_list .add (best_move, __new_sol);
+private :
+00114 moMoveInit < M > &move_init ;
+00117 moNextMove < M > &next_move ;
+00120 moMoveIncrEval < M > &incr_eval ;
+00123 moBestImprSelect < M > move_select ;
+00126 moTabuList < M > &tabu_list ;
+00129 moAspirCrit < M > &aspir_crit ;
+#endif
+Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 PARADISEO-MO: moTabuList.h Source File
+moTabuList.h #ifndef __moTabuList_h
+#define __moTabuList_h
+#include <eoFunctor.h>
+00022 template < class M > class moTabuList :public eoBF < const M &, const typename
+public :
+typedef
+typename
+00032 EOT ;
+virtual void
+add (const M & __move, const EOT & __sol) = 0;
+virtual void
+update () = 0;
+virtual void
+init () = 0;
+#endif
+Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 Search
+ $idx,
+ "freq" => $freq>>1,
+ "rank" => 0.0,
+ "hi" => $freq&1
+ );
+ if ($freq&1) // word occurs in high priority doc
+ {
+ $totalHi++;
+ $totalFreqHi+=$freq*$multiplier;
+ }
+ else // word occurs in low priority doc
+ {
+ $totalFreqLo+=$freq*$multiplier;
+ }
+ }
+ // read name and url info for the doc
+ for ($i=0;$i<$numDocs;$i++)
+ {
+ fseek($file,$docInfo[$i]["idx"]);
+ $docInfo[$i]["name"]=readString($file);
+ $docInfo[$i]["url"]=readString($file);
+ }
+ $statInfo["docs"]=$docInfo;
+ }
+ $totalFreq=($totalHi+1)*$totalFreqLo + $totalFreqHi;
+ for ($count=$start;$count$key,
+ "name"=>$di["name"],
+ "rank"=>$rank
+ );
+ }
+ $docs[$key]["words"][] = array(
+ "word"=>$wordInfo["word"],
+ "match"=>$wordInfo["match"],
+ "freq"=>$di["freq"]
+ );
+ }
+ }
+ return $docs;
+}
+
+function filter_results($docs,&$requiredWords,&$forbiddenWords)
+{
+ $filteredDocs=array();
+ while (list ($key, $val) = each ($docs))
+ {
+ $words = &$docs[$key]["words"];
+ $copy=1; // copy entry by default
+ if (sizeof($requiredWords)>0)
+ {
+ foreach ($requiredWords as $reqWord)
+ {
+ $found=0;
+ foreach ($words as $wordInfo)
+ {
+ $found = $wordInfo["word"]==$reqWord;
+ if ($found) break;
+ }
+ if (!$found)
+ {
+ $copy=0; // document contains none of the required words
+ break;
+ }
+ }
+ }
+ if (sizeof($forbiddenWords)>0)
+ {
+ foreach ($words as $wordInfo)
+ {
+ if (in_array($wordInfo["word"],$forbiddenWords))
+ {
+ $copy=0; // document contains a forbidden word
+ break;
+ }
+ }
+ }
+ if ($copy) $filteredDocs[$key]=$docs[$key];
+ }
+ return $filteredDocs;
+}
+
+function compare_rank($a,$b)
+{
+ if ($a["rank"] == $b["rank"])
+ {
+ return 0;
+ }
+ return ($a["rank"]>$b["rank"]) ? -1 : 1;
+}
+
+function sort_results($docs,&$sorted)
+{
+ $sorted = $docs;
+ usort($sorted,"compare_rank");
+ return $sorted;
+}
+
+function report_results(&$docs)
+{
+ echo "\n";
+ echo " \n";
+ echo " ".search_results()." \n";
+ $numDocs = sizeof($docs);
+ if ($numDocs==0)
+ {
+ echo " \n";
+ echo " ".matches_text(0)." \n";
+ echo " \n";
+ }
+ else
+ {
+ echo " \n";
+ echo " ".matches_text($numDocs);
+ echo "\n";
+ echo " \n";
+ echo " \n";
+ $num=1;
+ foreach ($docs as $doc)
+ {
+ echo " \n";
+ echo " $num. ";
+ echo "".$doc["name"]." \n";
+ echo " ".report_matches()." ";
+ foreach ($doc["words"] as $wordInfo)
+ {
+ $word = $wordInfo["word"];
+ $matchRight = substr($wordInfo["match"],strlen($word));
+ echo "$word $matchRight(".$wordInfo["freq"].") ";
+ }
+ echo " \n";
+ echo " \n";
+ $num++;
+ }
+ }
+ echo "
\n";
+}
+
+function main()
+{
+ if(strcmp('4.1.0', phpversion()) > 0)
+ {
+ die("Error: PHP version 4.1.0 or above required!");
+ }
+ if (!($file=fopen("search.idx","rb")))
+ {
+ die("Error: Search index file could NOT be opened!");
+ }
+ if (readHeader($file)!="DOXS")
+ {
+ die("Error: Header of index file is invalid!");
+ }
+ $query="";
+ if (array_key_exists("query", $_GET))
+ {
+ $query=$_GET["query"];
+ }
+ end_form($query);
+ echo " \n\n";
+ $results = array();
+ $requiredWords = array();
+ $forbiddenWords = array();
+ $foundWords = array();
+ $word=strtok($query," ");
+ while ($word) // for each word in the search query
+ {
+ if (($word{0}=='+')) { $word=substr($word,1); $requiredWords[]=$word; }
+ if (($word{0}=='-')) { $word=substr($word,1); $forbiddenWords[]=$word; }
+ if (!in_array($word,$foundWords))
+ {
+ $foundWords[]=$word;
+ search($file,strtolower($word),$results);
+ }
+ $word=strtok(" ");
+ }
+ $docs = array();
+ combine_results($results,$docs);
+ // filter out documents with forbidden word or that do not contain
+ // required words
+ $filteredDocs = filter_results($docs,$requiredWords,$forbiddenWords);
+ // sort the results based on rank
+ $sorted = array();
+ sort_results($filteredDocs,$sorted);
+ // report results to the user
+ report_results($sorted);
+ echo "
\n";
+ fclose($file);
+}
+
+main();
+
+
+?>
+Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by
+
+ 1.5.1 TreeView
+
+
+
+
+
+
+
diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/FreeSans.ttf b/trunk/paradiseo-mo/tutorial/docs/latex/FreeSans.ttf
new file mode 100644
index 000000000..b550b90ba
Binary files /dev/null and b/trunk/paradiseo-mo/tutorial/docs/latex/FreeSans.ttf differ
diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/Makefile b/trunk/paradiseo-mo/tutorial/docs/latex/Makefile
new file mode 100644
index 000000000..776fcf968
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/Makefile
@@ -0,0 +1,39 @@
+all: clean refman.dvi
+
+ps: refman.ps
+
+pdf: refman.pdf
+
+ps_2on1: refman_2on1.ps
+
+pdf_2on1: refman_2on1.pdf
+
+refman.ps: refman.dvi
+ dvips -o refman.ps refman.dvi
+
+refman.pdf: refman.ps
+ ps2pdf refman.ps refman.pdf
+
+refman.dvi: refman.tex doxygen.sty
+ echo "Running latex..."
+ latex refman.tex
+ echo "Running makeindex..."
+ makeindex refman.idx
+ echo "Rerunning latex...."
+ latex refman.tex
+ latex_count=5 ; \
+ while egrep -s 'Rerun (LaTeX|to get cross-references right)' refman.log && [ $$latex_count -gt 0 ] ;\
+ do \
+ echo "Rerunning latex...." ;\
+ latex refman.tex ;\
+ latex_count=`expr $$latex_count - 1` ;\
+ done
+
+refman_2on1.ps: refman.ps
+ psnup -2 refman.ps >refman_2on1.ps
+
+refman_2on1.pdf: refman_2on1.ps
+ ps2pdf refman_2on1.ps refman_2on1.pdf
+
+clean:
+ rm -f *.ps *.dvi *.aux *.toc *.idx *.ind *.ilg *.log *.out refman.pdf
diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/annotated.tex b/trunk/paradiseo-mo/tutorial/docs/latex/annotated.tex
new file mode 100644
index 000000000..741c4aab0
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/annotated.tex
@@ -0,0 +1,31 @@
+\section{PARADISEO-MO Class List}
+Here are the classes, structs, unions and interfaces with brief descriptions:\begin{CompactList}
+\item\contentsline{section}{{\bf Empty\-Selection} (Special class that describes the case of no selection )}{\pageref{class_empty_selection}}{}
+\item\contentsline{section}{{\bf mo\-Algo$<$ EOT $>$} (Description of an algorithm of the mo library )}{\pageref{classmo_algo}}{}
+\item\contentsline{section}{{\bf mo\-Aspir\-Crit$<$ M $>$} (Description of the conditions in which a tabu move could be accepted )}{\pageref{classmo_aspir_crit}}{}
+\item\contentsline{section}{{\bf mo\-Best\-Impr\-Select$<$ M $>$} (One of the possible \doxyref{mo\-Move\-Select}{p.}{classmo_move_select} )}{\pageref{classmo_best_impr_select}}{}
+\item\contentsline{section}{{\bf mo\-Cool\-Sched} (This class gives the description of a cooling schedule )}{\pageref{classmo_cool_sched}}{}
+\item\contentsline{section}{{\bf mo\-Easy\-Cool\-Sched} (One of the possible \doxyref{mo\-Cool\-Sched}{p.}{classmo_cool_sched} )}{\pageref{classmo_easy_cool_sched}}{}
+\item\contentsline{section}{{\bf mo\-First\-Impr\-Select$<$ M $>$} (One possible \doxyref{mo\-Move\-Select}{p.}{classmo_move_select} )}{\pageref{classmo_first_impr_select}}{}
+\item\contentsline{section}{{\bf mo\-Gen\-Sol\-Continue$<$ EOT $>$} (One possible stop criterion for a solution-based heuristic )}{\pageref{classmo_gen_sol_continue}}{}
+\item\contentsline{section}{{\bf mo\-HC$<$ M $>$} (Hill Climbing (HC) )}{\pageref{classmo_h_c}}{}
+\item\contentsline{section}{{\bf mo\-HCMove\-Loop\-Expl$<$ M $>$} (Iterative explorer used by a \doxyref{mo\-HC}{p.}{classmo_h_c} )}{\pageref{classmo_h_c_move_loop_expl}}{}
+\item\contentsline{section}{{\bf mo\-Impr\-Best\-Fit\-Aspir\-Crit$<$ M $>$} (One of the possible \doxyref{mo\-Aspir\-Crit}{p.}{classmo_aspir_crit} )}{\pageref{classmo_impr_best_fit_aspir_crit}}{}
+\item\contentsline{section}{{\bf mo\-It\-Rand\-Next\-Move$<$ M $>$} (One of the possible \doxyref{mo\-Next\-Move}{p.}{classmo_next_move} )}{\pageref{classmo_it_rand_next_move}}{}
+\item\contentsline{section}{{\bf mo\-LSCheck\-Point$<$ M $>$} (Class which allows a checkpointing system )}{\pageref{classmo_l_s_check_point}}{}
+\item\contentsline{section}{{\bf mo\-Move$<$ EOT $>$} (Definition of a move )}{\pageref{classmo_move}}{}
+\item\contentsline{section}{{\bf mo\-Move\-Expl$<$ M $>$} (Description of a move (\doxyref{mo\-Move}{p.}{classmo_move}) explorer )}{\pageref{classmo_move_expl}}{}
+\item\contentsline{section}{{\bf mo\-Move\-Incr\-Eval$<$ M $>$} ((generally) Efficient evaluation function based a move and a solution )}{\pageref{classmo_move_incr_eval}}{}
+\item\contentsline{section}{{\bf mo\-Move\-Init$<$ M $>$} (Move (\doxyref{mo\-Move}{p.}{classmo_move}) initializer )}{\pageref{classmo_move_init}}{}
+\item\contentsline{section}{{\bf mo\-Move\-Loop\-Expl$<$ M $>$} (Class which describes an iterative explorer )}{\pageref{classmo_move_loop_expl}}{}
+\item\contentsline{section}{{\bf mo\-Move\-Select$<$ M $>$} (Class that describes a move selector (\doxyref{mo\-Move}{p.}{classmo_move}) )}{\pageref{classmo_move_select}}{}
+\item\contentsline{section}{{\bf mo\-Next\-Move$<$ M $>$} (Class which allows to generate a new move (\doxyref{mo\-Move}{p.}{classmo_move}) )}{\pageref{classmo_next_move}}{}
+\item\contentsline{section}{{\bf mo\-No\-Aspir\-Crit$<$ M $>$} (One of the possible aspiration criterion (\doxyref{mo\-Aspir\-Crit}{p.}{classmo_aspir_crit}) )}{\pageref{classmo_no_aspir_crit}}{}
+\item\contentsline{section}{{\bf mo\-Rand\-Impr\-Select$<$ M $>$} (One of the possible \doxyref{mo\-Move}{p.}{classmo_move} selector (\doxyref{mo\-Move\-Select}{p.}{classmo_move_select}) )}{\pageref{classmo_rand_impr_select}}{}
+\item\contentsline{section}{{\bf mo\-Rand\-Move$<$ M $>$} (Random move generator )}{\pageref{classmo_rand_move}}{}
+\item\contentsline{section}{{\bf mo\-SA$<$ M $>$} (Simulated Annealing (SA) )}{\pageref{classmo_s_a}}{}
+\item\contentsline{section}{{\bf mo\-Sol\-Continue$<$ EOT $>$} (Class that describes a stop criterion for a solution-based heuristic )}{\pageref{classmo_sol_continue}}{}
+\item\contentsline{section}{{\bf mo\-Tabu\-List$<$ M $>$} (Class describing a tabu list that a \doxyref{mo\-TS}{p.}{classmo_t_s} uses )}{\pageref{classmo_tabu_list}}{}
+\item\contentsline{section}{{\bf mo\-TS$<$ M $>$} (Tabu Search (TS) )}{\pageref{classmo_t_s}}{}
+\item\contentsline{section}{{\bf mo\-TSMove\-Loop\-Expl$<$ M $>$} (Explorer for a Tabu Search algorithm )}{\pageref{classmo_t_s_move_loop_expl}}{}
+\end{CompactList}
diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/class_empty_selection.tex b/trunk/paradiseo-mo/tutorial/docs/latex/class_empty_selection.tex
new file mode 100644
index 000000000..4b44303b4
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/class_empty_selection.tex
@@ -0,0 +1,21 @@
+\section{Empty\-Selection Class Reference}
+\label{class_empty_selection}\index{EmptySelection@{EmptySelection}}
+Special class that describes the case of no selection.
+
+
+{\tt \#include $<$mo\-Move\-Select.h$>$}
+
+
+
+\subsection{Detailed Description}
+Special class that describes the case of no selection.
+
+This class is used as an exception that can be thrown if a solution selector has completly failed.
+
+
+
+Definition at line 21 of file mo\-Move\-Select.h.
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+mo\-Move\-Select.h\end{CompactItemize}
diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/classmo_algo.tex b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_algo.tex
new file mode 100644
index 000000000..a2d7b3fe0
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_algo.tex
@@ -0,0 +1,23 @@
+\section{mo\-Algo$<$ EOT $>$ Class Template Reference}
+\label{classmo_algo}\index{moAlgo@{moAlgo}}
+Description of an algorithm of the mo library.
+
+
+{\tt \#include $<$mo\-Algo.h$>$}
+
+
+
+\subsection{Detailed Description}
+\subsubsection*{template$<$class EOT$>$ class mo\-Algo$<$ EOT $>$}
+
+Description of an algorithm of the mo library.
+
+\doxyref{mo\-HC}{p.}{classmo_h_c}, \doxyref{mo\-TS}{p.}{classmo_t_s} and \doxyref{mo\-SA}{p.}{classmo_s_a} are 3 examples of algorithm of the mo library.
+
+
+
+Definition at line 21 of file mo\-Algo.h.
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+mo\-Algo.h\end{CompactItemize}
diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/classmo_aspir_crit.eps b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_aspir_crit.eps
new file mode 100644
index 000000000..fbf0b26ef
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_aspir_crit.eps
@@ -0,0 +1,203 @@
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+% ----- main ------
+
+boxfont setfont
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+boundx scalefactor div boundy scalefactor div scale
+
+% ----- classes -----
+
+ (moAspirCrit< M >) 0.5 1 box
+ (moImprBestFitAspirCrit< M >) 0 0 box
+ (moNoAspirCrit< M >) 1 0 box
+
+% ----- relations -----
+
+solid
+1 0.5 0.25 out
+solid
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+0 0 0.75 in
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+0 1 0.75 in
diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/classmo_aspir_crit.tex b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_aspir_crit.tex
new file mode 100644
index 000000000..ffec16f05
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_aspir_crit.tex
@@ -0,0 +1,46 @@
+\section{mo\-Aspir\-Crit$<$ M $>$ Class Template Reference}
+\label{classmo_aspir_crit}\index{moAspirCrit@{moAspirCrit}}
+Description of the conditions in which a tabu move could be accepted.
+
+
+{\tt \#include $<$mo\-Aspir\-Crit.h$>$}
+
+Inheritance diagram for mo\-Aspir\-Crit$<$ M $>$::\begin{figure}[H]
+\begin{center}
+\leavevmode
+\includegraphics[height=2cm]{classmo_aspir_crit}
+\end{center}
+\end{figure}
+\subsection*{Public Member Functions}
+\begin{CompactItemize}
+\item
+virtual void {\bf init} ()=0
+\begin{CompactList}\small\item\em Procedure which initialises all that needs a aspiration criterion. \item\end{CompactList}\end{CompactItemize}
+
+
+\subsection{Detailed Description}
+\subsubsection*{template$<$class M$>$ class mo\-Aspir\-Crit$<$ M $>$}
+
+Description of the conditions in which a tabu move could be accepted.
+
+It is only a description... An object that herits from this class is needed to be used in a \doxyref{mo\-TS}{p.}{classmo_t_s}. See mo\-No\-Aspri\-Crit for example.
+
+
+
+Definition at line 22 of file mo\-Aspir\-Crit.h.
+
+\subsection{Member Function Documentation}
+\index{moAspirCrit@{mo\-Aspir\-Crit}!init@{init}}
+\index{init@{init}!moAspirCrit@{mo\-Aspir\-Crit}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class M$>$ virtual void {\bf mo\-Aspir\-Crit}$<$ M $>$::init ()\hspace{0.3cm}{\tt [pure virtual]}}\label{classmo_aspir_crit_a8ce84510a5ec7c9078381e542c6d140}
+
+
+Procedure which initialises all that needs a aspiration criterion.
+
+It can be possible that this procedure do nothing...
+
+Implemented in {\bf mo\-Impr\-Best\-Fit\-Aspir\-Crit$<$ M $>$} \doxyref{}{p.}{classmo_impr_best_fit_aspir_crit_ffa451a14ff4ea86fb8bd9fdbc348630}, and {\bf mo\-No\-Aspir\-Crit$<$ M $>$} \doxyref{}{p.}{classmo_no_aspir_crit_f3a286fc4c2d36bd390ba9a3074f3037}.
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+mo\-Aspir\-Crit.h\end{CompactItemize}
diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/classmo_best_impr_select.eps b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_best_impr_select.eps
new file mode 100644
index 000000000..f9c367972
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_best_impr_select.eps
@@ -0,0 +1,197 @@
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+{
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+
+/conn % connections the blocks from col `arg1' to `arg2' of row `arg3'
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+% ----- main ------
+
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+
+% ----- classes -----
+
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+
+% ----- relations -----
+
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diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/classmo_best_impr_select.tex b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_best_impr_select.tex
new file mode 100644
index 000000000..a7b05435f
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_best_impr_select.tex
@@ -0,0 +1,103 @@
+\section{mo\-Best\-Impr\-Select$<$ M $>$ Class Template Reference}
+\label{classmo_best_impr_select}\index{moBestImprSelect@{moBestImprSelect}}
+One of the possible \doxyref{mo\-Move\-Select}{p.}{classmo_move_select}.
+
+
+{\tt \#include $<$mo\-Best\-Impr\-Select.h$>$}
+
+Inheritance diagram for mo\-Best\-Impr\-Select$<$ M $>$::\begin{figure}[H]
+\begin{center}
+\leavevmode
+\includegraphics[height=2cm]{classmo_best_impr_select}
+\end{center}
+\end{figure}
+\subsection*{Public Types}
+\begin{CompactItemize}
+\item
+typedef M::EOType::Fitness {\bf Fitness}\label{classmo_best_impr_select_c4ae17435221fb0a8e8acd285210cfcb}
+
+\begin{CompactList}\small\item\em Alias for the fitness. \item\end{CompactList}\end{CompactItemize}
+\subsection*{Public Member Functions}
+\begin{CompactItemize}
+\item
+void {\bf init} (const {\bf Fitness} \&\_\-\_\-fit)\label{classmo_best_impr_select_2d2abf9aa17dc77cbb4f41810ab7b956}
+
+\begin{CompactList}\small\item\em Procedure which initialise the exploration. \item\end{CompactList}\item
+bool {\bf update} (const M \&\_\-\_\-move, const {\bf Fitness} \&\_\-\_\-fit)
+\begin{CompactList}\small\item\em Function that indicates if the current move has not improved the fitness. \item\end{CompactList}\item
+void {\bf operator()} (M \&\_\-\_\-move, {\bf Fitness} \&\_\-\_\-fit) throw (Empty\-Selection)
+\begin{CompactList}\small\item\em Procedure which saved the best move and fitness. \item\end{CompactList}\end{CompactItemize}
+\subsection*{Private Attributes}
+\begin{CompactItemize}
+\item
+bool {\bf first\_\-time}\label{classmo_best_impr_select_352b14d206b0772eb9f40efb7beb0f13}
+
+\begin{CompactList}\small\item\em Allowing to know if at least one move has been generated. \item\end{CompactList}\item
+M {\bf best\_\-move}\label{classmo_best_impr_select_bd86f70519f954c07ff0d8a2a3a8ff6a}
+
+\begin{CompactList}\small\item\em The best move. \item\end{CompactList}\item
+{\bf Fitness} {\bf best\_\-fit}\label{classmo_best_impr_select_dcac897424b5805f146bb1dbb429f2fe}
+
+\begin{CompactList}\small\item\em The best fitness. \item\end{CompactList}\end{CompactItemize}
+
+
+\subsection{Detailed Description}
+\subsubsection*{template$<$class M$>$ class mo\-Best\-Impr\-Select$<$ M $>$}
+
+One of the possible \doxyref{mo\-Move\-Select}{p.}{classmo_move_select}.
+
+All neighbors are considered, and the movement which enables the best improvement is selected.
+
+
+
+Definition at line 22 of file mo\-Best\-Impr\-Select.h.
+
+\subsection{Member Function Documentation}
+\index{moBestImprSelect@{mo\-Best\-Impr\-Select}!update@{update}}
+\index{update@{update}!moBestImprSelect@{mo\-Best\-Impr\-Select}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class M$>$ bool {\bf mo\-Best\-Impr\-Select}$<$ M $>$::update (const M \& {\em \_\-\_\-move}, const {\bf Fitness} \& {\em \_\-\_\-fit})\hspace{0.3cm}{\tt [inline, virtual]}}\label{classmo_best_impr_select_d10e3e6f8a0277731e95ef506d064d6d}
+
+
+Function that indicates if the current move has not improved the fitness.
+
+If the given fitness enables an improvment, the move (\doxyref{mo\-Move}{p.}{classmo_move}) and the fitness linked to this move are saved.
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-\_\-move}]a move. \item[{\em \_\-\_\-fit}]a fitness linked to the move. \end{description}
+\end{Desc}
+\begin{Desc}
+\item[Returns:]TRUE if the move does not improve the fitness. \end{Desc}
+
+
+Implements {\bf mo\-Move\-Select$<$ M $>$} \doxyref{}{p.}{classmo_move_select_7c157b6e64fd417acf6e900059204eb1}.
+
+Definition at line 47 of file mo\-Best\-Impr\-Select.h.
+
+References mo\-Best\-Impr\-Select$<$ M $>$::best\_\-fit, mo\-Best\-Impr\-Select$<$ M $>$::best\_\-move, and mo\-Best\-Impr\-Select$<$ M $>$::first\_\-time.\index{moBestImprSelect@{mo\-Best\-Impr\-Select}!operator()@{operator()}}
+\index{operator()@{operator()}!moBestImprSelect@{mo\-Best\-Impr\-Select}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class M$>$ void {\bf mo\-Best\-Impr\-Select}$<$ M $>$::operator() (M \& {\em \_\-\_\-move}, {\bf Fitness} \& {\em \_\-\_\-fit}) throw ({\bf Empty\-Selection})\hspace{0.3cm}{\tt [inline]}}\label{classmo_best_impr_select_169773d4d127acd782cf379f758222da}
+
+
+Procedure which saved the best move and fitness.
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-\_\-move}]the current move (result of the procedure). \item[{\em \_\-\_\-fit}]the current fitness (result of the procedure). \end{description}
+\end{Desc}
+\begin{Desc}
+\item[Exceptions:]
+\begin{description}
+\item[{\em \doxyref{Empty\-Selection}{p.}{class_empty_selection}}]if no move has improved the fitness. \end{description}
+\end{Desc}
+
+
+Definition at line 68 of file mo\-Best\-Impr\-Select.h.
+
+References mo\-Best\-Impr\-Select$<$ M $>$::best\_\-fit, mo\-Best\-Impr\-Select$<$ M $>$::best\_\-move, and mo\-Best\-Impr\-Select$<$ M $>$::first\_\-time.
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+mo\-Best\-Impr\-Select.h\end{CompactItemize}
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diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/classmo_cool_sched.tex b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_cool_sched.tex
new file mode 100644
index 000000000..cfccf4669
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_cool_sched.tex
@@ -0,0 +1,27 @@
+\section{mo\-Cool\-Sched Class Reference}
+\label{classmo_cool_sched}\index{moCoolSched@{moCoolSched}}
+This class gives the description of a cooling schedule.
+
+
+{\tt \#include $<$mo\-Cool\-Sched.h$>$}
+
+Inheritance diagram for mo\-Cool\-Sched::\begin{figure}[H]
+\begin{center}
+\leavevmode
+\includegraphics[height=2cm]{classmo_cool_sched}
+\end{center}
+\end{figure}
+
+
+\subsection{Detailed Description}
+This class gives the description of a cooling schedule.
+
+It is only a description... An object that herits from this class is needed to be used in a \doxyref{mo\-SA}{p.}{classmo_s_a}. See \doxyref{mo\-Easy\-Cool\-Sched}{p.}{classmo_easy_cool_sched} for example.
+
+
+
+Definition at line 22 of file mo\-Cool\-Sched.h.
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+mo\-Cool\-Sched.h\end{CompactItemize}
diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/classmo_easy_cool_sched.eps b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_easy_cool_sched.eps
new file mode 100644
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+
+% ----- classes -----
+
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+
+% ----- relations -----
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diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/classmo_easy_cool_sched.tex b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_easy_cool_sched.tex
new file mode 100644
index 000000000..ceb3b8927
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_easy_cool_sched.tex
@@ -0,0 +1,83 @@
+\section{mo\-Easy\-Cool\-Sched Class Reference}
+\label{classmo_easy_cool_sched}\index{moEasyCoolSched@{moEasyCoolSched}}
+One of the possible \doxyref{mo\-Cool\-Sched}{p.}{classmo_cool_sched}.
+
+
+{\tt \#include $<$mo\-Easy\-Cool\-Sched.h$>$}
+
+Inheritance diagram for mo\-Easy\-Cool\-Sched::\begin{figure}[H]
+\begin{center}
+\leavevmode
+\includegraphics[height=2cm]{classmo_easy_cool_sched}
+\end{center}
+\end{figure}
+\subsection*{Public Member Functions}
+\begin{CompactItemize}
+\item
+{\bf mo\-Easy\-Cool\-Sched} (double \_\-\_\-threshold, double \_\-\_\-ratio)
+\begin{CompactList}\small\item\em Simple constructor. \item\end{CompactList}\item
+bool {\bf operator()} (double \&\_\-\_\-temp)
+\begin{CompactList}\small\item\em Function which proceeds to the cooling. \item\end{CompactList}\end{CompactItemize}
+\subsection*{Private Attributes}
+\begin{CompactItemize}
+\item
+double {\bf threshold}\label{classmo_easy_cool_sched_3dd53700390b7bb6428db80e01626c83}
+
+\begin{CompactList}\small\item\em The temperature threhold. \item\end{CompactList}\item
+double {\bf ratio}\label{classmo_easy_cool_sched_1f84deff87defafd927e8c323b188f38}
+
+\begin{CompactList}\small\item\em The decreasing factor of the temperature. \item\end{CompactList}\end{CompactItemize}
+
+
+\subsection{Detailed Description}
+One of the possible \doxyref{mo\-Cool\-Sched}{p.}{classmo_cool_sched}.
+
+The simpliest, the temperature decrease according to a ratio until it greater than a threshold.
+
+
+
+Definition at line 22 of file mo\-Easy\-Cool\-Sched.h.
+
+\subsection{Constructor \& Destructor Documentation}
+\index{moEasyCoolSched@{mo\-Easy\-Cool\-Sched}!moEasyCoolSched@{moEasyCoolSched}}
+\index{moEasyCoolSched@{moEasyCoolSched}!moEasyCoolSched@{mo\-Easy\-Cool\-Sched}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}mo\-Easy\-Cool\-Sched::mo\-Easy\-Cool\-Sched (double {\em \_\-\_\-threshold}, double {\em \_\-\_\-ratio})\hspace{0.3cm}{\tt [inline]}}\label{classmo_easy_cool_sched_c556b41343700293bb17e3b20d81e0f2}
+
+
+Simple constructor.
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-\_\-threshold}]the threshold. \item[{\em \_\-\_\-ratio}]the ratio used to descrease the temperature. \end{description}
+\end{Desc}
+
+
+Definition at line 31 of file mo\-Easy\-Cool\-Sched.h.
+
+\subsection{Member Function Documentation}
+\index{moEasyCoolSched@{mo\-Easy\-Cool\-Sched}!operator()@{operator()}}
+\index{operator()@{operator()}!moEasyCoolSched@{mo\-Easy\-Cool\-Sched}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}bool mo\-Easy\-Cool\-Sched::operator() (double \& {\em \_\-\_\-temp})\hspace{0.3cm}{\tt [inline]}}\label{classmo_easy_cool_sched_ca08df878417ef1124e6933a9c2d7a0b}
+
+
+Function which proceeds to the cooling.
+
+Decrease the temperature and indicates if it is greater than the threshold.
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-\_\-temp}]the current temperature. \end{description}
+\end{Desc}
+\begin{Desc}
+\item[Returns:]if the new temperature (current temperature $\ast$ ratio) is greater than the threshold. \end{Desc}
+
+
+Definition at line 44 of file mo\-Easy\-Cool\-Sched.h.
+
+References ratio, and threshold.
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+mo\-Easy\-Cool\-Sched.h\end{CompactItemize}
diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/classmo_first_impr_select.eps b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_first_impr_select.eps
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+% ----- classes -----
+
+ (moFirstImprSelect< M >) 0 0 box
+ (moMoveSelect< M >) 0 1 box
+
+% ----- relations -----
+
+solid
+0 0 0 out
+solid
+1 0 1 in
diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/classmo_first_impr_select.tex b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_first_impr_select.tex
new file mode 100644
index 000000000..c202586d4
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_first_impr_select.tex
@@ -0,0 +1,116 @@
+\section{mo\-First\-Impr\-Select$<$ M $>$ Class Template Reference}
+\label{classmo_first_impr_select}\index{moFirstImprSelect@{moFirstImprSelect}}
+One possible \doxyref{mo\-Move\-Select}{p.}{classmo_move_select}.
+
+
+{\tt \#include $<$mo\-First\-Impr\-Select.h$>$}
+
+Inheritance diagram for mo\-First\-Impr\-Select$<$ M $>$::\begin{figure}[H]
+\begin{center}
+\leavevmode
+\includegraphics[height=2cm]{classmo_first_impr_select}
+\end{center}
+\end{figure}
+\subsection*{Public Types}
+\begin{CompactItemize}
+\item
+typedef M::EOType::Fitness {\bf Fitness}\label{classmo_first_impr_select_64763ce3e6d2873266624382b407fa5a}
+
+\begin{CompactList}\small\item\em Alias for the fitness. \item\end{CompactList}\end{CompactItemize}
+\subsection*{Public Member Functions}
+\begin{CompactItemize}
+\item
+virtual void {\bf init} (const {\bf Fitness} \&\_\-\_\-fit)
+\begin{CompactList}\small\item\em Procedure which initialise the exploration. \item\end{CompactList}\item
+bool {\bf update} (const M \&\_\-\_\-move, const typename M::EOType::Fitness \&\_\-\_\-fit)
+\begin{CompactList}\small\item\em Function that indicates if the current move has not improved the fitness. \item\end{CompactList}\item
+void {\bf operator()} (M \&\_\-\_\-move, {\bf Fitness} \&\_\-\_\-fit) throw (Empty\-Selection)
+\begin{CompactList}\small\item\em Procedure which saved the best move and fitness. \item\end{CompactList}\end{CompactItemize}
+\subsection*{Private Attributes}
+\begin{CompactItemize}
+\item
+bool {\bf valid}\label{classmo_first_impr_select_a99c0586ba07449234705c17a258d58c}
+
+\begin{CompactList}\small\item\em Allow to know if at least one move has improved the solution. \item\end{CompactList}\item
+M {\bf best\_\-move}\label{classmo_first_impr_select_dfed419a608dd7c41f07fa1f1279cb8c}
+
+\begin{CompactList}\small\item\em Best stored movement. \item\end{CompactList}\item
+{\bf Fitness} {\bf init\_\-fit}\label{classmo_first_impr_select_ce7ba63e8cc3a9164f4e546477e98ca8}
+
+\begin{CompactList}\small\item\em Initial fitness. \item\end{CompactList}\item
+{\bf Fitness} {\bf best\_\-fit}\label{classmo_first_impr_select_e1190347b76ec6fe717be32354b4a9a9}
+
+\begin{CompactList}\small\item\em Best stored fitness. \item\end{CompactList}\end{CompactItemize}
+
+
+\subsection{Detailed Description}
+\subsubsection*{template$<$class M$>$ class mo\-First\-Impr\-Select$<$ M $>$}
+
+One possible \doxyref{mo\-Move\-Select}{p.}{classmo_move_select}.
+
+The neighborhood is explored until a move enables an improvment of the current solution.
+
+
+
+Definition at line 23 of file mo\-First\-Impr\-Select.h.
+
+\subsection{Member Function Documentation}
+\index{moFirstImprSelect@{mo\-First\-Impr\-Select}!init@{init}}
+\index{init@{init}!moFirstImprSelect@{mo\-First\-Impr\-Select}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class M$>$ virtual void {\bf mo\-First\-Impr\-Select}$<$ M $>$::init (const {\bf Fitness} \& {\em \_\-\_\-fit})\hspace{0.3cm}{\tt [inline, virtual]}}\label{classmo_first_impr_select_4c5ce18ede46247a439c68f6954a4055}
+
+
+Procedure which initialise the exploration.
+
+It save the current fitness as the initial value for the fitness.
+
+Implements {\bf mo\-Move\-Select$<$ M $>$} \doxyref{}{p.}{classmo_move_select_bca4c43f13d26eca7163aeb272a4a52e}.
+
+Definition at line 35 of file mo\-First\-Impr\-Select.h.
+
+References mo\-First\-Impr\-Select$<$ M $>$::init\_\-fit, and mo\-First\-Impr\-Select$<$ M $>$::valid.\index{moFirstImprSelect@{mo\-First\-Impr\-Select}!update@{update}}
+\index{update@{update}!moFirstImprSelect@{mo\-First\-Impr\-Select}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class M$>$ bool {\bf mo\-First\-Impr\-Select}$<$ M $>$::update (const M \& {\em \_\-\_\-move}, const typename M::EOType::Fitness \& {\em \_\-\_\-fit})\hspace{0.3cm}{\tt [inline]}}\label{classmo_first_impr_select_7ba0882728daedc75c249647c070ccf0}
+
+
+Function that indicates if the current move has not improved the fitness.
+
+If the given fitness enables an improvment, the move (\doxyref{mo\-Move}{p.}{classmo_move}) should be applied to the current solution.
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-\_\-move}]a move. \item[{\em \_\-\_\-fit}]a fitness linked to the move. \end{description}
+\end{Desc}
+\begin{Desc}
+\item[Returns:]TRUE if the move does not improve the fitness. \end{Desc}
+
+
+Definition at line 52 of file mo\-First\-Impr\-Select.h.
+
+References mo\-First\-Impr\-Select$<$ M $>$::best\_\-fit, mo\-First\-Impr\-Select$<$ M $>$::best\_\-move, mo\-First\-Impr\-Select$<$ M $>$::init\_\-fit, and mo\-First\-Impr\-Select$<$ M $>$::valid.\index{moFirstImprSelect@{mo\-First\-Impr\-Select}!operator()@{operator()}}
+\index{operator()@{operator()}!moFirstImprSelect@{mo\-First\-Impr\-Select}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class M$>$ void {\bf mo\-First\-Impr\-Select}$<$ M $>$::operator() (M \& {\em \_\-\_\-move}, {\bf Fitness} \& {\em \_\-\_\-fit}) throw ({\bf Empty\-Selection})\hspace{0.3cm}{\tt [inline]}}\label{classmo_first_impr_select_3be12cf4cbaed00df7c4fa735b2c0a95}
+
+
+Procedure which saved the best move and fitness.
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-\_\-move}]the current move (result of the procedure). \item[{\em \_\-\_\-fit}]the current fitness (result of the procedure). \end{description}
+\end{Desc}
+\begin{Desc}
+\item[Exceptions:]
+\begin{description}
+\item[{\em \doxyref{Empty\-Selection}{p.}{class_empty_selection}}]if no move has improved the fitness. \end{description}
+\end{Desc}
+
+
+Definition at line 76 of file mo\-First\-Impr\-Select.h.
+
+References mo\-First\-Impr\-Select$<$ M $>$::best\_\-fit, mo\-First\-Impr\-Select$<$ M $>$::best\_\-move, and mo\-First\-Impr\-Select$<$ M $>$::valid.
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+mo\-First\-Impr\-Select.h\end{CompactItemize}
diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/classmo_gen_sol_continue.eps b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_gen_sol_continue.eps
new file mode 100644
index 000000000..c9e65107d
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_gen_sol_continue.eps
@@ -0,0 +1,197 @@
+%!PS-Adobe-2.0 EPSF-2.0
+%%Title: ClassName
+%%Creator: Doxygen
+%%CreationDate: Time
+%%For:
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+%%Orientation: Portrait
+%%BoundingBox: 0 0 500 227.273
+%%Pages: 0
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+% ----- variables -----
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+% ----- main ------
+
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+ boxwidth cols mul distx cols 1 sub mul add
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+boundx scalefactor div boundy scalefactor div scale
+
+% ----- classes -----
+
+ (moGenSolContinue< EOT >) 0 0 box
+ (moSolContinue< EOT >) 0 1 box
+
+% ----- relations -----
+
+solid
+0 0 0 out
+solid
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diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/classmo_gen_sol_continue.tex b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_gen_sol_continue.tex
new file mode 100644
index 000000000..5f4ac8050
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_gen_sol_continue.tex
@@ -0,0 +1,100 @@
+\section{mo\-Gen\-Sol\-Continue$<$ EOT $>$ Class Template Reference}
+\label{classmo_gen_sol_continue}\index{moGenSolContinue@{moGenSolContinue}}
+One possible stop criterion for a solution-based heuristic.
+
+
+{\tt \#include $<$mo\-Gen\-Sol\-Continue.h$>$}
+
+Inheritance diagram for mo\-Gen\-Sol\-Continue$<$ EOT $>$::\begin{figure}[H]
+\begin{center}
+\leavevmode
+\includegraphics[height=2cm]{classmo_gen_sol_continue}
+\end{center}
+\end{figure}
+\subsection*{Public Member Functions}
+\begin{CompactItemize}
+\item
+{\bf mo\-Gen\-Sol\-Continue} (unsigned \_\-\_\-max\-Num\-Gen)
+\begin{CompactList}\small\item\em Simple constructor. \item\end{CompactList}\item
+bool {\bf operator()} (const EOT \&\_\-\_\-sol)
+\begin{CompactList}\small\item\em Function that activates the stop criterion. \item\end{CompactList}\item
+void {\bf init} ()
+\begin{CompactList}\small\item\em Procedure which allows to initialise the generation counter. \item\end{CompactList}\end{CompactItemize}
+\subsection*{Private Attributes}
+\begin{CompactItemize}
+\item
+unsigned {\bf max\-Num\-Gen}\label{classmo_gen_sol_continue_6d7674fc51d17423e8ee28693a08b5af}
+
+\begin{CompactList}\small\item\em Iteration maximum number. \item\end{CompactList}\item
+unsigned {\bf num\-Gen}\label{classmo_gen_sol_continue_a18ebfd270f96517b4edaa2cad3eb9e0}
+
+\begin{CompactList}\small\item\em Iteration current number. \item\end{CompactList}\end{CompactItemize}
+
+
+\subsection{Detailed Description}
+\subsubsection*{template$<$class EOT$>$ class mo\-Gen\-Sol\-Continue$<$ EOT $>$}
+
+One possible stop criterion for a solution-based heuristic.
+
+The stop criterion corresponds to a maximum number of iteration.
+
+
+
+Definition at line 21 of file mo\-Gen\-Sol\-Continue.h.
+
+\subsection{Constructor \& Destructor Documentation}
+\index{moGenSolContinue@{mo\-Gen\-Sol\-Continue}!moGenSolContinue@{moGenSolContinue}}
+\index{moGenSolContinue@{moGenSolContinue}!moGenSolContinue@{mo\-Gen\-Sol\-Continue}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class EOT$>$ {\bf mo\-Gen\-Sol\-Continue}$<$ EOT $>$::{\bf mo\-Gen\-Sol\-Continue} (unsigned {\em \_\-\_\-max\-Num\-Gen})\hspace{0.3cm}{\tt [inline]}}\label{classmo_gen_sol_continue_6b6cab23a23bd8904ea52ef5141d8d0a}
+
+
+Simple constructor.
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-\_\-max\-Num\-Gen}]the maximum number of generation. \end{description}
+\end{Desc}
+
+
+Definition at line 30 of file mo\-Gen\-Sol\-Continue.h.
+
+\subsection{Member Function Documentation}
+\index{moGenSolContinue@{mo\-Gen\-Sol\-Continue}!operator()@{operator()}}
+\index{operator()@{operator()}!moGenSolContinue@{mo\-Gen\-Sol\-Continue}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class EOT$>$ bool {\bf mo\-Gen\-Sol\-Continue}$<$ EOT $>$::operator() (const EOT \& {\em \_\-\_\-sol})\hspace{0.3cm}{\tt [inline]}}\label{classmo_gen_sol_continue_457257cd73b474d6f7783d84d02c2e61}
+
+
+Function that activates the stop criterion.
+
+Increments the counter and returns TRUE if the current number of iteration is lower than the given maximum number of iterations.
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-\_\-sol}]the current solution. \end{description}
+\end{Desc}
+\begin{Desc}
+\item[Returns:]TRUE or FALSE according to the current generation number. \end{Desc}
+
+
+Definition at line 44 of file mo\-Gen\-Sol\-Continue.h.
+
+References mo\-Gen\-Sol\-Continue$<$ EOT $>$::max\-Num\-Gen, and mo\-Gen\-Sol\-Continue$<$ EOT $>$::num\-Gen.\index{moGenSolContinue@{mo\-Gen\-Sol\-Continue}!init@{init}}
+\index{init@{init}!moGenSolContinue@{mo\-Gen\-Sol\-Continue}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class EOT$>$ void {\bf mo\-Gen\-Sol\-Continue}$<$ EOT $>$::init ()\hspace{0.3cm}{\tt [inline, virtual]}}\label{classmo_gen_sol_continue_6c5db8182157584b56507cc9075602d4}
+
+
+Procedure which allows to initialise the generation counter.
+
+It can also be used to reset the iteration counter.
+
+Implements {\bf mo\-Sol\-Continue$<$ EOT $>$} \doxyref{}{p.}{classmo_sol_continue_064dc966a210f4ffb9515be3f03ca4c7}.
+
+Definition at line 54 of file mo\-Gen\-Sol\-Continue.h.
+
+References mo\-Gen\-Sol\-Continue$<$ EOT $>$::num\-Gen.
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+mo\-Gen\-Sol\-Continue.h\end{CompactItemize}
diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/classmo_h_c.eps b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_h_c.eps
new file mode 100644
index 000000000..648f11f20
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_h_c.eps
@@ -0,0 +1,197 @@
+%!PS-Adobe-2.0 EPSF-2.0
+%%Title: ClassName
+%%Creator: Doxygen
+%%CreationDate: Time
+%%For:
+%Magnification: 1.00
+%%Orientation: Portrait
+%%BoundingBox: 0 0 500 268.456
+%%Pages: 0
+%%BeginSetup
+%%EndSetup
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+
+% ----- variables -----
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+% ----- procedures -----
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+/conn % connections the blocks from col `arg1' to `arg2' of row `arg3'
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+
+% ----- classes -----
+
+ (moHC< M >) 0 0 box
+ (moAlgo< M::EOType >) 0 1 box
+
+% ----- relations -----
+
+solid
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diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/classmo_h_c.tex b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_h_c.tex
new file mode 100644
index 000000000..917388faa
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_h_c.tex
@@ -0,0 +1,114 @@
+\section{mo\-HC$<$ M $>$ Class Template Reference}
+\label{classmo_h_c}\index{moHC@{moHC}}
+Hill Climbing (HC).
+
+
+{\tt \#include $<$mo\-HC.h$>$}
+
+Inheritance diagram for mo\-HC$<$ M $>$::\begin{figure}[H]
+\begin{center}
+\leavevmode
+\includegraphics[height=2cm]{classmo_h_c}
+\end{center}
+\end{figure}
+\subsection*{Public Member Functions}
+\begin{CompactItemize}
+\item
+{\bf mo\-HC} ({\bf mo\-Move\-Init}$<$ M $>$ \&\_\-\_\-move\_\-init, {\bf mo\-Next\-Move}$<$ M $>$ \&\_\-\_\-next\_\-move, {\bf mo\-Move\-Incr\-Eval}$<$ M $>$ \&\_\-\_\-incr\_\-eval, {\bf mo\-Move\-Select}$<$ M $>$ \&\_\-\_\-move\_\-select, eo\-Eval\-Func$<$ {\bf EOT} $>$ \&\_\-\_\-full\_\-eval)
+\begin{CompactList}\small\item\em Full constructor. \item\end{CompactList}\item
+{\bf mo\-HC} ({\bf mo\-Move\-Expl}$<$ M $>$ \&\_\-\_\-move\_\-expl, eo\-Eval\-Func$<$ {\bf EOT} $>$ \&\_\-\_\-full\_\-eval)
+\begin{CompactList}\small\item\em Light constructor. \item\end{CompactList}\item
+bool {\bf operator()} ({\bf EOT} \&\_\-\_\-sol)
+\begin{CompactList}\small\item\em Function which launches the HC. \item\end{CompactList}\end{CompactItemize}
+\subsection*{Private Types}
+\begin{CompactItemize}
+\item
+typedef M::EOType {\bf EOT}\label{classmo_h_c_d219296ede03c679646bce2fe8ff96cb}
+
+\begin{CompactList}\small\item\em Alias for the type. \item\end{CompactList}\item
+typedef EOT::Fitness {\bf Fitness}\label{classmo_h_c_56487c97a7cf0c423cc879d1bbd45027}
+
+\begin{CompactList}\small\item\em Alias for the fitness. \item\end{CompactList}\end{CompactItemize}
+\subsection*{Private Attributes}
+\begin{CompactItemize}
+\item
+{\bf mo\-Move\-Expl}$<$ M $>$ \& {\bf move\_\-expl}\label{classmo_h_c_f6bfb4553fb699f1e08f7d9c37d06103}
+
+\begin{CompactList}\small\item\em Complete exploration of the neighborhood. \item\end{CompactList}\item
+eo\-Eval\-Func$<$ {\bf EOT} $>$ \& {\bf full\_\-eval}\label{classmo_h_c_4b0d5cc70fc3d83f59a48b2bdea65736}
+
+\begin{CompactList}\small\item\em A full evaluation function. \item\end{CompactList}\end{CompactItemize}
+
+
+\subsection{Detailed Description}
+\subsubsection*{template$<$class M$>$ class mo\-HC$<$ M $>$}
+
+Hill Climbing (HC).
+
+Class which describes the algorithm for a hill climbing.
+
+
+
+Definition at line 26 of file mo\-HC.h.
+
+\subsection{Constructor \& Destructor Documentation}
+\index{moHC@{mo\-HC}!moHC@{moHC}}
+\index{moHC@{moHC}!moHC@{mo\-HC}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class M$>$ {\bf mo\-HC}$<$ M $>$::{\bf mo\-HC} ({\bf mo\-Move\-Init}$<$ M $>$ \& {\em \_\-\_\-move\_\-init}, {\bf mo\-Next\-Move}$<$ M $>$ \& {\em \_\-\_\-next\_\-move}, {\bf mo\-Move\-Incr\-Eval}$<$ M $>$ \& {\em \_\-\_\-incr\_\-eval}, {\bf mo\-Move\-Select}$<$ M $>$ \& {\em \_\-\_\-move\_\-select}, eo\-Eval\-Func$<$ {\bf EOT} $>$ \& {\em \_\-\_\-full\_\-eval})\hspace{0.3cm}{\tt [inline]}}\label{classmo_h_c_6cafe093f86a80c225827884cb9dc5b7}
+
+
+Full constructor.
+
+All the boxes are given in order the HC to use a \doxyref{mo\-HCMove\-Loop\-Expl}{p.}{classmo_h_c_move_loop_expl}.
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-\_\-move\_\-init}]a move initialiser. \item[{\em \_\-\_\-next\_\-move}]a neighborhood explorer. \item[{\em \_\-\_\-incr\_\-eval}]a (generally) efficient evaluation function. \item[{\em \_\-\_\-move\_\-select}]a move selector. \item[{\em \_\-\_\-full\_\-eval}]a full evaluation function. \end{description}
+\end{Desc}
+
+
+Definition at line 53 of file mo\-HC.h.\index{moHC@{mo\-HC}!moHC@{moHC}}
+\index{moHC@{moHC}!moHC@{mo\-HC}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class M$>$ {\bf mo\-HC}$<$ M $>$::{\bf mo\-HC} ({\bf mo\-Move\-Expl}$<$ M $>$ \& {\em \_\-\_\-move\_\-expl}, eo\-Eval\-Func$<$ {\bf EOT} $>$ \& {\em \_\-\_\-full\_\-eval})\hspace{0.3cm}{\tt [inline]}}\label{classmo_h_c_45f27309792e584a27fa6dcb86ccda65}
+
+
+Light constructor.
+
+This constructor allow to use another \doxyref{mo\-Move\-Expl}{p.}{classmo_move_expl} (generally not a \doxyref{mo\-HCMove\-Loop\-Expl}{p.}{classmo_h_c_move_loop_expl}).
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-\_\-move\_\-expl}]a complete explorer. \item[{\em \_\-\_\-full\_\-eval}]a full evaluation function. \end{description}
+\end{Desc}
+
+
+Definition at line 67 of file mo\-HC.h.
+
+\subsection{Member Function Documentation}
+\index{moHC@{mo\-HC}!operator()@{operator()}}
+\index{operator()@{operator()}!moHC@{mo\-HC}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class M$>$ bool {\bf mo\-HC}$<$ M $>$::operator() ({\bf EOT} \& {\em \_\-\_\-sol})\hspace{0.3cm}{\tt [inline]}}\label{classmo_h_c_ed4e273c420efa6386c5975a696a5010}
+
+
+Function which launches the HC.
+
+The HC has to improve a current solution. As the \doxyref{mo\-SA}{p.}{classmo_s_a} and the mo TS, it can be used for HYBRIDATION in an evolutionnary algorithm.
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-\_\-sol}]a current solution to improve. \end{description}
+\end{Desc}
+\begin{Desc}
+\item[Returns:]TRUE. \end{Desc}
+
+
+Definition at line 82 of file mo\-HC.h.
+
+References mo\-HC$<$ M $>$::full\_\-eval, and mo\-HC$<$ M $>$::move\_\-expl.
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+mo\-HC.h\end{CompactItemize}
diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/classmo_h_c_move_loop_expl.eps b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_h_c_move_loop_expl.eps
new file mode 100644
index 000000000..1383bbf1b
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_h_c_move_loop_expl.eps
@@ -0,0 +1,203 @@
+%!PS-Adobe-2.0 EPSF-2.0
+%%Title: ClassName
+%%Creator: Doxygen
+%%CreationDate: Time
+%%For:
+%Magnification: 1.00
+%%Orientation: Portrait
+%%BoundingBox: 0 0 500 346.821
+%%Pages: 0
+%%BeginSetup
+%%EndSetup
+%%EndComments
+
+% ----- variables -----
+
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+
+% ----- procedures -----
+
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+
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+{
+ /str exch def
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+
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+{ gsave
+ 2 setlinewidth
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+{ newpath
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+ -6 0 rlineto
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+
+/out % draws an output connector for the block at (arg1,arg2)
+{
+ newpath
+ exch xspacing mul xoffset add boxwidth 2 div add
+ exch yspacing mul boxheight add
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+ /x exch def
+ x y moveto
+ 0 disty 2 div rlineto
+ stroke
+ 1 eq { x y disty 2 div add arrow } if
+} def
+
+/in % draws an input connector for the block at (arg1,arg2)
+{
+ newpath
+ exch xspacing mul xoffset add boxwidth 2 div add
+ exch yspacing mul disty 2 div sub
+ /y exch def
+ /x exch def
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+ 0 disty 2 div rlineto
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+ 1 eq { x y disty 2 div add arrow } if
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+
+/hedge
+{
+ exch xspacing mul xoffset add boxwidth 2 div add
+ exch yspacing mul boxheight 2 div sub
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+ /x exch def
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+ x y moveto
+ boxwidth 2 div distx add 0 rlineto
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+ 1 eq
+ { newpath x boxwidth 2 div distx add add y moveto
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+ 0 -6 rlineto
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+ } if
+} def
+
+/vedge
+{
+ /ye exch def
+ /ys exch def
+ /xs exch def
+ newpath
+ xs xspacing mul xoffset add boxwidth 2 div add dup
+ ys yspacing mul boxheight 2 div sub
+ moveto
+ ye yspacing mul boxheight 2 div sub
+ lineto
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+} def
+
+/conn % connections the blocks from col `arg1' to `arg2' of row `arg3'
+{
+ /ys exch def
+ /xe exch def
+ /xs exch def
+ newpath
+ xs xspacing mul xoffset add boxwidth 2 div add
+ ys yspacing mul disty 2 div sub
+ moveto
+ xspacing xe xs sub mul 0
+ rlineto
+ stroke
+} def
+
+% ----- main ------
+
+boxfont setfont
+1 boundaspect scale
+(moHCMoveLoopExpl< M >) cw
+(moMoveLoopExpl< M >) cw
+(moMoveExpl< M >) cw
+/boxwidth boxwidth marginwidth 2 mul add def
+/xspacing boxwidth distx add def
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+ boxwidth cols mul distx cols 1 sub mul add
+ boxheight rows mul disty rows 1 sub mul add boundaspect mul
+ max def
+boundx scalefactor div boundy scalefactor div scale
+
+% ----- classes -----
+
+ (moHCMoveLoopExpl< M >) 0 0 box
+ (moMoveLoopExpl< M >) 0 1 box
+ (moMoveExpl< M >) 0 2 box
+
+% ----- relations -----
+
+solid
+0 0 0 out
+solid
+1 0 1 in
+solid
+0 0 1 out
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diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/classmo_h_c_move_loop_expl.tex b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_h_c_move_loop_expl.tex
new file mode 100644
index 000000000..fbcfeea7c
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_h_c_move_loop_expl.tex
@@ -0,0 +1,98 @@
+\section{mo\-HCMove\-Loop\-Expl$<$ M $>$ Class Template Reference}
+\label{classmo_h_c_move_loop_expl}\index{moHCMoveLoopExpl@{moHCMoveLoopExpl}}
+Iterative explorer used by a \doxyref{mo\-HC}{p.}{classmo_h_c}.
+
+
+{\tt \#include $<$mo\-HCMove\-Loop\-Expl.h$>$}
+
+Inheritance diagram for mo\-HCMove\-Loop\-Expl$<$ M $>$::\begin{figure}[H]
+\begin{center}
+\leavevmode
+\includegraphics[height=3cm]{classmo_h_c_move_loop_expl}
+\end{center}
+\end{figure}
+\subsection*{Public Member Functions}
+\begin{CompactItemize}
+\item
+{\bf mo\-HCMove\-Loop\-Expl} ({\bf mo\-Move\-Init}$<$ M $>$ \&\_\-\_\-move\_\-init, {\bf mo\-Next\-Move}$<$ M $>$ \&\_\-\_\-next\_\-move, {\bf mo\-Move\-Incr\-Eval}$<$ M $>$ \&\_\-\_\-incr\_\-eval, {\bf mo\-Move\-Select}$<$ M $>$ \&\_\-\_\-move\_\-select)
+\begin{CompactList}\small\item\em Constructor. \item\end{CompactList}\item
+void {\bf operator()} (const {\bf EOT} \&\_\-\_\-old\_\-sol, {\bf EOT} \&\_\-\_\-new\_\-sol)
+\begin{CompactList}\small\item\em Procedure which launches the explorer. \item\end{CompactList}\end{CompactItemize}
+\subsection*{Private Types}
+\begin{CompactItemize}
+\item
+typedef M::EOType {\bf EOT}\label{classmo_h_c_move_loop_expl_077befd4106c201eafd3ea22bcea2fe9}
+
+\begin{CompactList}\small\item\em Alias for the type. \item\end{CompactList}\item
+typedef M::EOType::Fitness {\bf Fitness}\label{classmo_h_c_move_loop_expl_f24871224316d5549b9013a2d27ab465}
+
+\begin{CompactList}\small\item\em Alias for the fitness. \item\end{CompactList}\end{CompactItemize}
+\subsection*{Private Attributes}
+\begin{CompactItemize}
+\item
+{\bf mo\-Move\-Init}$<$ M $>$ \& {\bf move\_\-init}\label{classmo_h_c_move_loop_expl_6776fc51331c1b452d026b92448b4ffc}
+
+\begin{CompactList}\small\item\em Move initialiser. \item\end{CompactList}\item
+{\bf mo\-Next\-Move}$<$ M $>$ \& {\bf next\_\-move}\label{classmo_h_c_move_loop_expl_f716c5271e0eba9275c585dc52768443}
+
+\begin{CompactList}\small\item\em Neighborhood explorer. \item\end{CompactList}\item
+{\bf mo\-Move\-Incr\-Eval}$<$ M $>$ \& {\bf incr\_\-eval}\label{classmo_h_c_move_loop_expl_84a8fccba05ab30414281469bc8ee779}
+
+\begin{CompactList}\small\item\em (generally) Efficient evaluation. \item\end{CompactList}\item
+{\bf mo\-Move\-Select}$<$ M $>$ \& {\bf move\_\-select}\label{classmo_h_c_move_loop_expl_13bcd1322b2b97fd665be2f60c532fbb}
+
+\begin{CompactList}\small\item\em Move selector. \item\end{CompactList}\end{CompactItemize}
+
+
+\subsection{Detailed Description}
+\subsubsection*{template$<$class M$>$ class mo\-HCMove\-Loop\-Expl$<$ M $>$}
+
+Iterative explorer used by a \doxyref{mo\-HC}{p.}{classmo_h_c}.
+
+
+
+Definition at line 23 of file mo\-HCMove\-Loop\-Expl.h.
+
+\subsection{Constructor \& Destructor Documentation}
+\index{moHCMoveLoopExpl@{mo\-HCMove\-Loop\-Expl}!moHCMoveLoopExpl@{moHCMoveLoopExpl}}
+\index{moHCMoveLoopExpl@{moHCMoveLoopExpl}!moHCMoveLoopExpl@{mo\-HCMove\-Loop\-Expl}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class M$>$ {\bf mo\-HCMove\-Loop\-Expl}$<$ M $>$::{\bf mo\-HCMove\-Loop\-Expl} ({\bf mo\-Move\-Init}$<$ M $>$ \& {\em \_\-\_\-move\_\-init}, {\bf mo\-Next\-Move}$<$ M $>$ \& {\em \_\-\_\-next\_\-move}, {\bf mo\-Move\-Incr\-Eval}$<$ M $>$ \& {\em \_\-\_\-incr\_\-eval}, {\bf mo\-Move\-Select}$<$ M $>$ \& {\em \_\-\_\-move\_\-select})\hspace{0.3cm}{\tt [inline]}}\label{classmo_h_c_move_loop_expl_11410d648d79746253e9dc249c4ec7b5}
+
+
+Constructor.
+
+All the boxes have to be specified.
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-\_\-move\_\-init}]the move initialiser. \item[{\em \_\-\_\-next\_\-move}]the neighborhood explorer. \item[{\em \_\-\_\-incr\_\-eval}](generally) efficient evaluation function. \item[{\em \_\-\_\-move\_\-select}]the move selector. \end{description}
+\end{Desc}
+
+
+Definition at line 43 of file mo\-HCMove\-Loop\-Expl.h.
+
+\subsection{Member Function Documentation}
+\index{moHCMoveLoopExpl@{mo\-HCMove\-Loop\-Expl}!operator()@{operator()}}
+\index{operator()@{operator()}!moHCMoveLoopExpl@{mo\-HCMove\-Loop\-Expl}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class M$>$ void {\bf mo\-HCMove\-Loop\-Expl}$<$ M $>$::operator() (const {\bf EOT} \& {\em \_\-\_\-old\_\-sol}, {\bf EOT} \& {\em \_\-\_\-new\_\-sol})\hspace{0.3cm}{\tt [inline]}}\label{classmo_h_c_move_loop_expl_f48d5379caac7f6a165e9fe8840e6ccb}
+
+
+Procedure which launches the explorer.
+
+The exploration starts from an old solution and provides a new solution.
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-\_\-old\_\-sol}]the current solution. \item[{\em \_\-\_\-new\_\-sol}]the new\_\-sol (result of the procedure). \end{description}
+\end{Desc}
+
+
+Definition at line 59 of file mo\-HCMove\-Loop\-Expl.h.
+
+References mo\-HCMove\-Loop\-Expl$<$ M $>$::incr\_\-eval, mo\-HCMove\-Loop\-Expl$<$ M $>$::move\_\-init, mo\-HCMove\-Loop\-Expl$<$ M $>$::move\_\-select, and mo\-HCMove\-Loop\-Expl$<$ M $>$::next\_\-move.
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+mo\-HCMove\-Loop\-Expl.h\end{CompactItemize}
diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/classmo_impr_best_fit_aspir_crit.eps b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_impr_best_fit_aspir_crit.eps
new file mode 100644
index 000000000..41cee35a0
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_impr_best_fit_aspir_crit.eps
@@ -0,0 +1,197 @@
+%!PS-Adobe-2.0 EPSF-2.0
+%%Title: ClassName
+%%Creator: Doxygen
+%%CreationDate: Time
+%%For:
+%Magnification: 1.00
+%%Orientation: Portrait
+%%BoundingBox: 0 0 500 218.579
+%%Pages: 0
+%%BeginSetup
+%%EndSetup
+%%EndComments
+
+% ----- variables -----
+
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+% ----- procedures -----
+
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+ newpath
+ exch xspacing mul xoffset add boxwidth 2 div add
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+ /x exch def
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+} def
+
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+{
+ newpath
+ exch xspacing mul xoffset add boxwidth 2 div add
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+{
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+ 1 eq
+ { newpath x boxwidth 2 div distx add add y moveto
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+ 8 3 rlineto
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+ eofill
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+ } if
+} def
+
+/vedge
+{
+ /ye exch def
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+ ys yspacing mul boxheight 2 div sub
+ moveto
+ ye yspacing mul boxheight 2 div sub
+ lineto
+ stroke
+} def
+
+/conn % connections the blocks from col `arg1' to `arg2' of row `arg3'
+{
+ /ys exch def
+ /xe exch def
+ /xs exch def
+ newpath
+ xs xspacing mul xoffset add boxwidth 2 div add
+ ys yspacing mul disty 2 div sub
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+ xspacing xe xs sub mul 0
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+} def
+
+% ----- main ------
+
+boxfont setfont
+1 boundaspect scale
+(moImprBestFitAspirCrit< M >) cw
+(moAspirCrit< M >) cw
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+ boxwidth cols mul distx cols 1 sub mul add
+ boxheight rows mul disty rows 1 sub mul add boundaspect mul
+ max def
+boundx scalefactor div boundy scalefactor div scale
+
+% ----- classes -----
+
+ (moImprBestFitAspirCrit< M >) 0 0 box
+ (moAspirCrit< M >) 0 1 box
+
+% ----- relations -----
+
+solid
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diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/classmo_impr_best_fit_aspir_crit.tex b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_impr_best_fit_aspir_crit.tex
new file mode 100644
index 000000000..5303c7f37
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_impr_best_fit_aspir_crit.tex
@@ -0,0 +1,78 @@
+\section{mo\-Impr\-Best\-Fit\-Aspir\-Crit$<$ M $>$ Class Template Reference}
+\label{classmo_impr_best_fit_aspir_crit}\index{moImprBestFitAspirCrit@{moImprBestFitAspirCrit}}
+One of the possible \doxyref{mo\-Aspir\-Crit}{p.}{classmo_aspir_crit}.
+
+
+{\tt \#include $<$mo\-Impr\-Best\-Fit\-Aspir\-Crit.h$>$}
+
+Inheritance diagram for mo\-Impr\-Best\-Fit\-Aspir\-Crit$<$ M $>$::\begin{figure}[H]
+\begin{center}
+\leavevmode
+\includegraphics[height=2cm]{classmo_impr_best_fit_aspir_crit}
+\end{center}
+\end{figure}
+\subsection*{Public Types}
+\begin{CompactItemize}
+\item
+typedef M::EOType::Fitness {\bf Fitness}\label{classmo_impr_best_fit_aspir_crit_0bc1a8c9af99781e662570c04750cca8}
+
+\begin{CompactList}\small\item\em Alias for the fitness. \item\end{CompactList}\end{CompactItemize}
+\subsection*{Public Member Functions}
+\begin{CompactItemize}
+\item
+{\bf mo\-Impr\-Best\-Fit\-Aspir\-Crit} ()\label{classmo_impr_best_fit_aspir_crit_e2c697a5cf3a7696e38bb52b6694a340}
+
+\begin{CompactList}\small\item\em Contructor. \item\end{CompactList}\item
+void {\bf init} ()\label{classmo_impr_best_fit_aspir_crit_ffa451a14ff4ea86fb8bd9fdbc348630}
+
+\begin{CompactList}\small\item\em Initialisation procedure. \item\end{CompactList}\item
+bool {\bf operator()} (const M \&\_\-\_\-move, const {\bf Fitness} \&\_\-\_\-fit)
+\begin{CompactList}\small\item\em Function that indicates if the fit is better that the already saved fit. \item\end{CompactList}\end{CompactItemize}
+\subsection*{Private Attributes}
+\begin{CompactItemize}
+\item
+{\bf Fitness} {\bf best\_\-fit}\label{classmo_impr_best_fit_aspir_crit_9e52383f0af8013b4aff0942325e1bf3}
+
+\begin{CompactList}\small\item\em Best fitness found until now. \item\end{CompactList}\item
+bool {\bf first\_\-time}\label{classmo_impr_best_fit_aspir_crit_2d5226c7dd661b33011402dbbbe78265}
+
+\begin{CompactList}\small\item\em Indicates that a fitness has been already saved or not. \item\end{CompactList}\end{CompactItemize}
+
+
+\subsection{Detailed Description}
+\subsubsection*{template$<$class M$>$ class mo\-Impr\-Best\-Fit\-Aspir\-Crit$<$ M $>$}
+
+One of the possible \doxyref{mo\-Aspir\-Crit}{p.}{classmo_aspir_crit}.
+
+This criterion is satisfied when a given fitness is the best ever considered.
+
+
+
+Definition at line 22 of file mo\-Impr\-Best\-Fit\-Aspir\-Crit.h.
+
+\subsection{Member Function Documentation}
+\index{moImprBestFitAspirCrit@{mo\-Impr\-Best\-Fit\-Aspir\-Crit}!operator()@{operator()}}
+\index{operator()@{operator()}!moImprBestFitAspirCrit@{mo\-Impr\-Best\-Fit\-Aspir\-Crit}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class M$>$ bool {\bf mo\-Impr\-Best\-Fit\-Aspir\-Crit}$<$ M $>$::operator() (const M \& {\em \_\-\_\-move}, const {\bf Fitness} \& {\em \_\-\_\-fit})\hspace{0.3cm}{\tt [inline]}}\label{classmo_impr_best_fit_aspir_crit_53f62fb56dcae3051a741f1fddb0204b}
+
+
+Function that indicates if the fit is better that the already saved fit.
+
+The first time, the function only saved the current move and fitness.
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-\_\-move}]a move. \item[{\em \_\-\_\-fit}]a fitnes linked to the move. \end{description}
+\end{Desc}
+\begin{Desc}
+\item[Returns:]TRUE the first time and if \_\-\_\-fit $>$ best\_\-fit, else FALSE. \end{Desc}
+
+
+Definition at line 52 of file mo\-Impr\-Best\-Fit\-Aspir\-Crit.h.
+
+References mo\-Impr\-Best\-Fit\-Aspir\-Crit$<$ M $>$::best\_\-fit, and mo\-Impr\-Best\-Fit\-Aspir\-Crit$<$ M $>$::first\_\-time.
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+mo\-Impr\-Best\-Fit\-Aspir\-Crit.h\end{CompactItemize}
diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/classmo_it_rand_next_move.eps b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_it_rand_next_move.eps
new file mode 100644
index 000000000..bc4ea56dc
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_it_rand_next_move.eps
@@ -0,0 +1,197 @@
+%!PS-Adobe-2.0 EPSF-2.0
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+% ----- main ------
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+
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+% ----- relations -----
+
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diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/classmo_it_rand_next_move.tex b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_it_rand_next_move.tex
new file mode 100644
index 000000000..ff90d301e
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_it_rand_next_move.tex
@@ -0,0 +1,96 @@
+\section{mo\-It\-Rand\-Next\-Move$<$ M $>$ Class Template Reference}
+\label{classmo_it_rand_next_move}\index{moItRandNextMove@{moItRandNextMove}}
+One of the possible \doxyref{mo\-Next\-Move}{p.}{classmo_next_move}.
+
+
+{\tt \#include $<$mo\-It\-Rand\-Next\-Move.h$>$}
+
+Inheritance diagram for mo\-It\-Rand\-Next\-Move$<$ M $>$::\begin{figure}[H]
+\begin{center}
+\leavevmode
+\includegraphics[height=2cm]{classmo_it_rand_next_move}
+\end{center}
+\end{figure}
+\subsection*{Public Member Functions}
+\begin{CompactItemize}
+\item
+{\bf mo\-It\-Rand\-Next\-Move} ({\bf mo\-Rand\-Move}$<$ M $>$ \&\_\-\_\-rand\_\-move, unsigned \_\-\_\-max\_\-iter)
+\begin{CompactList}\small\item\em The constructor. \item\end{CompactList}\item
+bool {\bf operator()} (M \&\_\-\_\-move, const {\bf EOT} \&\_\-\_\-sol)
+\begin{CompactList}\small\item\em Generation of a new move. \item\end{CompactList}\end{CompactItemize}
+\subsection*{Private Types}
+\begin{CompactItemize}
+\item
+typedef M::EOType {\bf EOT}\label{classmo_it_rand_next_move_ee666007fc494bf4a5f0cd065e5671cf}
+
+\begin{CompactList}\small\item\em Alias for the type. \item\end{CompactList}\end{CompactItemize}
+\subsection*{Private Attributes}
+\begin{CompactItemize}
+\item
+{\bf mo\-Rand\-Move}$<$ M $>$ \& {\bf rand\_\-move}\label{classmo_it_rand_next_move_ef9410ec5e7dfa7f002e05967931c459}
+
+\begin{CompactList}\small\item\em A move generator (generally randomly). \item\end{CompactList}\item
+unsigned {\bf max\_\-iter}\label{classmo_it_rand_next_move_3c476f7cc089b171493c52965f920542}
+
+\begin{CompactList}\small\item\em Iteration maximum number. \item\end{CompactList}\item
+unsigned {\bf num\_\-iter}\label{classmo_it_rand_next_move_c3551d7910cf351d63f0f3427fc18504}
+
+\begin{CompactList}\small\item\em Iteration current number. \item\end{CompactList}\end{CompactItemize}
+
+
+\subsection{Detailed Description}
+\subsubsection*{template$<$class M$>$ class mo\-It\-Rand\-Next\-Move$<$ M $>$}
+
+One of the possible \doxyref{mo\-Next\-Move}{p.}{classmo_next_move}.
+
+This class is a move (\doxyref{mo\-Move}{p.}{classmo_move}) generator with a bound for the maximum number of iterations.
+
+
+
+Definition at line 22 of file mo\-It\-Rand\-Next\-Move.h.
+
+\subsection{Constructor \& Destructor Documentation}
+\index{moItRandNextMove@{mo\-It\-Rand\-Next\-Move}!moItRandNextMove@{moItRandNextMove}}
+\index{moItRandNextMove@{moItRandNextMove}!moItRandNextMove@{mo\-It\-Rand\-Next\-Move}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class M$>$ {\bf mo\-It\-Rand\-Next\-Move}$<$ M $>$::{\bf mo\-It\-Rand\-Next\-Move} ({\bf mo\-Rand\-Move}$<$ M $>$ \& {\em \_\-\_\-rand\_\-move}, unsigned {\em \_\-\_\-max\_\-iter})\hspace{0.3cm}{\tt [inline]}}\label{classmo_it_rand_next_move_95ed13e1178f4e44cab7184b040b83d7}
+
+
+The constructor.
+
+Parameters only for initialising the attributes.
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-\_\-rand\_\-move}]the random move generator. \item[{\em \_\-\_\-max\_\-iter}]the iteration maximum number. \end{description}
+\end{Desc}
+
+
+Definition at line 37 of file mo\-It\-Rand\-Next\-Move.h.
+
+\subsection{Member Function Documentation}
+\index{moItRandNextMove@{mo\-It\-Rand\-Next\-Move}!operator()@{operator()}}
+\index{operator()@{operator()}!moItRandNextMove@{mo\-It\-Rand\-Next\-Move}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class M$>$ bool {\bf mo\-It\-Rand\-Next\-Move}$<$ M $>$::operator() (M \& {\em \_\-\_\-move}, const {\bf EOT} \& {\em \_\-\_\-sol})\hspace{0.3cm}{\tt [inline]}}\label{classmo_it_rand_next_move_92a2fbbc02a20853b9a309e99018a102}
+
+
+Generation of a new move.
+
+If the maximum number is not already reached, the current move is forgotten and remplaced by another one.
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-\_\-move}]the current move. \item[{\em \_\-\_\-sol}]the current solution. \end{description}
+\end{Desc}
+\begin{Desc}
+\item[Returns:]FALSE if the maximum number of iteration is reached, else TRUE. \end{Desc}
+
+
+Definition at line 52 of file mo\-It\-Rand\-Next\-Move.h.
+
+References mo\-It\-Rand\-Next\-Move$<$ M $>$::max\_\-iter, mo\-It\-Rand\-Next\-Move$<$ M $>$::num\_\-iter, and mo\-It\-Rand\-Next\-Move$<$ M $>$::rand\_\-move.
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+mo\-It\-Rand\-Next\-Move.h\end{CompactItemize}
diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/classmo_l_s_check_point.tex b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_l_s_check_point.tex
new file mode 100644
index 000000000..44cc5d177
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_l_s_check_point.tex
@@ -0,0 +1,73 @@
+\section{mo\-LSCheck\-Point$<$ M $>$ Class Template Reference}
+\label{classmo_l_s_check_point}\index{moLSCheckPoint@{moLSCheckPoint}}
+Class which allows a checkpointing system.
+
+
+{\tt \#include $<$mo\-LSCheck\-Point.h$>$}
+
+\subsection*{Public Member Functions}
+\begin{CompactItemize}
+\item
+void {\bf operator()} (const M \&\_\-\_\-move, const typename M::EOType \&\_\-\_\-sol)
+\begin{CompactList}\small\item\em Function which launches the checkpointing. \item\end{CompactList}\item
+void {\bf add} (eo\-BF$<$ const M \&, const typename M::EOType \&, void $>$ \&\_\-\_\-f)
+\begin{CompactList}\small\item\em Procedure which add a new function to the function vector. \item\end{CompactList}\end{CompactItemize}
+\subsection*{Private Attributes}
+\begin{CompactItemize}
+\item
+std::vector$<$ eo\-BF$<$ const M \&, const typename M::EOType \&, void $>$ $\ast$ $>$ {\bf func}\label{classmo_l_s_check_point_ff2a31ee5689a804bd9a572c51a36ca4}
+
+\begin{CompactList}\small\item\em vector of function \item\end{CompactList}\end{CompactItemize}
+
+
+\subsection{Detailed Description}
+\subsubsection*{template$<$class M$>$ class mo\-LSCheck\-Point$<$ M $>$}
+
+Class which allows a checkpointing system.
+
+Thanks to this class, at each iteration, additionnal function can be used (and not only one).
+
+
+
+Definition at line 21 of file mo\-LSCheck\-Point.h.
+
+\subsection{Member Function Documentation}
+\index{moLSCheckPoint@{mo\-LSCheck\-Point}!operator()@{operator()}}
+\index{operator()@{operator()}!moLSCheckPoint@{mo\-LSCheck\-Point}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class M$>$ void {\bf mo\-LSCheck\-Point}$<$ M $>$::operator() (const M \& {\em \_\-\_\-move}, const typename M::EOType \& {\em \_\-\_\-sol})\hspace{0.3cm}{\tt [inline]}}\label{classmo_l_s_check_point_2f9c1250279e3f49ec77a66c10029f1e}
+
+
+Function which launches the checkpointing.
+
+Each saved function is used on the current move and the current solution.
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-\_\-move}]a move. \item[{\em \_\-\_\-sol}]a solution. \end{description}
+\end{Desc}
+
+
+Definition at line 34 of file mo\-LSCheck\-Point.h.
+
+References mo\-LSCheck\-Point$<$ M $>$::func.\index{moLSCheckPoint@{mo\-LSCheck\-Point}!add@{add}}
+\index{add@{add}!moLSCheckPoint@{mo\-LSCheck\-Point}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class M$>$ void {\bf mo\-LSCheck\-Point}$<$ M $>$::add (eo\-BF$<$ const M \&, const typename M::EOType \&, void $>$ \& {\em \_\-\_\-f})\hspace{0.3cm}{\tt [inline]}}\label{classmo_l_s_check_point_66be5fe2944bcdd752f1e58105e969a6}
+
+
+Procedure which add a new function to the function vector.
+
+The new function is added at the end of the vector. \begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-\_\-f}]a new function to add. \end{description}
+\end{Desc}
+
+
+Definition at line 49 of file mo\-LSCheck\-Point.h.
+
+References mo\-LSCheck\-Point$<$ M $>$::func.
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+mo\-LSCheck\-Point.h\end{CompactItemize}
diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/classmo_move.tex b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_move.tex
new file mode 100644
index 000000000..0460f6faf
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_move.tex
@@ -0,0 +1,29 @@
+\section{mo\-Move$<$ EOT $>$ Class Template Reference}
+\label{classmo_move}\index{moMove@{moMove}}
+Definition of a move.
+
+
+{\tt \#include $<$mo\-Move.h$>$}
+
+\subsection*{Public Types}
+\begin{CompactItemize}
+\item
+typedef EOT {\bf EOType}\label{classmo_move_7fb853a91ba1319530529e515380bbba}
+
+\begin{CompactList}\small\item\em Alias for the type. \item\end{CompactList}\end{CompactItemize}
+
+
+\subsection{Detailed Description}
+\subsubsection*{template$<$class EOT$>$ class mo\-Move$<$ EOT $>$}
+
+Definition of a move.
+
+A move transforms a solution to another close solution. It describes how a solution can be modified to another one.
+
+
+
+Definition at line 23 of file mo\-Move.h.
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+mo\-Move.h\end{CompactItemize}
diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/classmo_move_expl.eps b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_move_expl.eps
new file mode 100644
index 000000000..708dd0b50
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@@ -0,0 +1,209 @@
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+
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+ ys yspacing mul boxheight 2 div sub
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+ ye yspacing mul boxheight 2 div sub
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+} def
+
+/conn % connections the blocks from col `arg1' to `arg2' of row `arg3'
+{
+ /ys exch def
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+ ys yspacing mul disty 2 div sub
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+ xspacing xe xs sub mul 0
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+ stroke
+} def
+
+% ----- main ------
+
+boxfont setfont
+1 boundaspect scale
+(moMoveExpl< M >) cw
+(moMoveLoopExpl< M >) cw
+(moHCMoveLoopExpl< M >) cw
+(moTSMoveLoopExpl< M >) cw
+/boxwidth boxwidth marginwidth 2 mul add def
+/xspacing boxwidth distx add def
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+ boxwidth cols mul distx cols 1 sub mul add
+ boxheight rows mul disty rows 1 sub mul add boundaspect mul
+ max def
+boundx scalefactor div boundy scalefactor div scale
+
+% ----- classes -----
+
+ (moMoveExpl< M >) 0.5 2 box
+ (moMoveLoopExpl< M >) 0.5 1 box
+ (moHCMoveLoopExpl< M >) 0 0 box
+ (moTSMoveLoopExpl< M >) 1 0 box
+
+% ----- relations -----
+
+solid
+1 0.5 1.25 out
+solid
+0 0.5 1.75 in
+solid
+1 0.5 0.25 out
+solid
+0 1 1 conn
+solid
+0 0 0.75 in
+solid
+0 1 0.75 in
diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/classmo_move_expl.tex b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_move_expl.tex
new file mode 100644
index 000000000..614132a6c
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_move_expl.tex
@@ -0,0 +1,29 @@
+\section{mo\-Move\-Expl$<$ M $>$ Class Template Reference}
+\label{classmo_move_expl}\index{moMoveExpl@{moMoveExpl}}
+Description of a move (\doxyref{mo\-Move}{p.}{classmo_move}) explorer.
+
+
+{\tt \#include $<$mo\-Move\-Expl.h$>$}
+
+Inheritance diagram for mo\-Move\-Expl$<$ M $>$::\begin{figure}[H]
+\begin{center}
+\leavevmode
+\includegraphics[height=3cm]{classmo_move_expl}
+\end{center}
+\end{figure}
+
+
+\subsection{Detailed Description}
+\subsubsection*{template$<$class M$>$ class mo\-Move\-Expl$<$ M $>$}
+
+Description of a move (\doxyref{mo\-Move}{p.}{classmo_move}) explorer.
+
+Only a description...See \doxyref{mo\-Move\-Loop\-Expl}{p.}{classmo_move_loop_expl}.
+
+
+
+Definition at line 21 of file mo\-Move\-Expl.h.
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+mo\-Move\-Expl.h\end{CompactItemize}
diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/classmo_move_incr_eval.tex b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_move_incr_eval.tex
new file mode 100644
index 000000000..6b4bd7289
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_move_incr_eval.tex
@@ -0,0 +1,23 @@
+\section{mo\-Move\-Incr\-Eval$<$ M $>$ Class Template Reference}
+\label{classmo_move_incr_eval}\index{moMoveIncrEval@{moMoveIncrEval}}
+(generally) Efficient evaluation function based a move and a solution.
+
+
+{\tt \#include $<$mo\-Move\-Incr\-Eval.h$>$}
+
+
+
+\subsection{Detailed Description}
+\subsubsection*{template$<$class M$>$ class mo\-Move\-Incr\-Eval$<$ M $>$}
+
+(generally) Efficient evaluation function based a move and a solution.
+
+From a move and a solution, it computes a new fitness that could be associated to the solution if this one is updated.
+
+
+
+Definition at line 24 of file mo\-Move\-Incr\-Eval.h.
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+mo\-Move\-Incr\-Eval.h\end{CompactItemize}
diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/classmo_move_init.tex b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_move_init.tex
new file mode 100644
index 000000000..556b323ee
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_move_init.tex
@@ -0,0 +1,23 @@
+\section{mo\-Move\-Init$<$ M $>$ Class Template Reference}
+\label{classmo_move_init}\index{moMoveInit@{moMoveInit}}
+Move (\doxyref{mo\-Move}{p.}{classmo_move}) initializer.
+
+
+{\tt \#include $<$mo\-Move\-Init.h$>$}
+
+
+
+\subsection{Detailed Description}
+\subsubsection*{template$<$class M$>$ class mo\-Move\-Init$<$ M $>$}
+
+Move (\doxyref{mo\-Move}{p.}{classmo_move}) initializer.
+
+Class which allows to initiase a move. Only a description... An object that herits from this class needs to be designed to be used.
+
+
+
+Definition at line 22 of file mo\-Move\-Init.h.
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+mo\-Move\-Init.h\end{CompactItemize}
diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/classmo_move_loop_expl.eps b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_move_loop_expl.eps
new file mode 100644
index 000000000..76326be37
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_move_loop_expl.eps
@@ -0,0 +1,209 @@
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+% ----- variables -----
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+
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+{
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+ xs xspacing mul xoffset add boxwidth 2 div add dup
+ ys yspacing mul boxheight 2 div sub
+ moveto
+ ye yspacing mul boxheight 2 div sub
+ lineto
+ stroke
+} def
+
+/conn % connections the blocks from col `arg1' to `arg2' of row `arg3'
+{
+ /ys exch def
+ /xe exch def
+ /xs exch def
+ newpath
+ xs xspacing mul xoffset add boxwidth 2 div add
+ ys yspacing mul disty 2 div sub
+ moveto
+ xspacing xe xs sub mul 0
+ rlineto
+ stroke
+} def
+
+% ----- main ------
+
+boxfont setfont
+1 boundaspect scale
+(moMoveLoopExpl< M >) cw
+(moMoveExpl< M >) cw
+(moHCMoveLoopExpl< M >) cw
+(moTSMoveLoopExpl< M >) cw
+/boxwidth boxwidth marginwidth 2 mul add def
+/xspacing boxwidth distx add def
+/yspacing boxheight disty add def
+/scalefactor
+ boxwidth cols mul distx cols 1 sub mul add
+ boxheight rows mul disty rows 1 sub mul add boundaspect mul
+ max def
+boundx scalefactor div boundy scalefactor div scale
+
+% ----- classes -----
+
+ (moMoveLoopExpl< M >) 0.5 1 box
+ (moMoveExpl< M >) 0.5 2 box
+ (moHCMoveLoopExpl< M >) 0 0 box
+ (moTSMoveLoopExpl< M >) 1 0 box
+
+% ----- relations -----
+
+solid
+0 0.5 1 out
+solid
+1 0.5 2 in
+solid
+1 0.5 0.25 out
+solid
+0 1 1 conn
+solid
+0 0 0.75 in
+solid
+0 1 0.75 in
diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/classmo_move_loop_expl.tex b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_move_loop_expl.tex
new file mode 100644
index 000000000..8bbfd3542
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_move_loop_expl.tex
@@ -0,0 +1,29 @@
+\section{mo\-Move\-Loop\-Expl$<$ M $>$ Class Template Reference}
+\label{classmo_move_loop_expl}\index{moMoveLoopExpl@{moMoveLoopExpl}}
+Class which describes an iterative explorer.
+
+
+{\tt \#include $<$mo\-Move\-Loop\-Expl.h$>$}
+
+Inheritance diagram for mo\-Move\-Loop\-Expl$<$ M $>$::\begin{figure}[H]
+\begin{center}
+\leavevmode
+\includegraphics[height=3cm]{classmo_move_loop_expl}
+\end{center}
+\end{figure}
+
+
+\subsection{Detailed Description}
+\subsubsection*{template$<$class M$>$ class mo\-Move\-Loop\-Expl$<$ M $>$}
+
+Class which describes an iterative explorer.
+
+Only a description... \doxyref{mo\-HCMove\-Loop\-Expl}{p.}{classmo_h_c_move_loop_expl} and \doxyref{mo\-TSMove\-Loop\-Expl}{p.}{classmo_t_s_move_loop_expl} are exemples of class that are a \doxyref{mo\-Move\-Loop\-Expl}{p.}{classmo_move_loop_expl}.
+
+
+
+Definition at line 21 of file mo\-Move\-Loop\-Expl.h.
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+mo\-Move\-Loop\-Expl.h\end{CompactItemize}
diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/classmo_move_select.eps b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_move_select.eps
new file mode 100644
index 000000000..86a37c002
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_move_select.eps
@@ -0,0 +1,207 @@
+%!PS-Adobe-2.0 EPSF-2.0
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+%%Creator: Doxygen
+%%CreationDate: Time
+%%For:
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+%%Pages: 0
+%%BeginSetup
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+%%EndComments
+
+% ----- variables -----
+
+/boxwidth 0 def
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+/boundaspect 5.9625 def % aspect ratio of the BoundingBox (width/height)
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+
+% ----- procedures -----
+
+/dotted { [1 4] 0 setdash } def
+/dashed { [5] 0 setdash } def
+/solid { [] 0 setdash } def
+
+/max % result = MAX(arg1,arg2)
+{
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+} def
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+/xoffset % result = MAX(0,(scalefactor-(boxwidth*cols+distx*(cols-1)))/2)
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+ 0 scalefactor boxwidth cols mul distx cols 1 sub mul add sub 2 div max
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+{
+ /str exch def
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+
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+{ newpath
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+{
+ newpath
+ exch xspacing mul xoffset add boxwidth 2 div add
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+} def
+
+/in % draws an input connector for the block at (arg1,arg2)
+{
+ newpath
+ exch xspacing mul xoffset add boxwidth 2 div add
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+ /x exch def
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+
+/hedge
+{
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+ 1 eq
+ { newpath x boxwidth 2 div distx add add y moveto
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+ } if
+} def
+
+/vedge
+{
+ /ye exch def
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+ newpath
+ xs xspacing mul xoffset add boxwidth 2 div add dup
+ ys yspacing mul boxheight 2 div sub
+ moveto
+ ye yspacing mul boxheight 2 div sub
+ lineto
+ stroke
+} def
+
+/conn % connections the blocks from col `arg1' to `arg2' of row `arg3'
+{
+ /ys exch def
+ /xe exch def
+ /xs exch def
+ newpath
+ xs xspacing mul xoffset add boxwidth 2 div add
+ ys yspacing mul disty 2 div sub
+ moveto
+ xspacing xe xs sub mul 0
+ rlineto
+ stroke
+} def
+
+% ----- main ------
+
+boxfont setfont
+1 boundaspect scale
+(moMoveSelect< M >) cw
+(moBestImprSelect< M >) cw
+(moFirstImprSelect< M >) cw
+(moRandImprSelect< M >) cw
+/boxwidth boxwidth marginwidth 2 mul add def
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+ boxwidth cols mul distx cols 1 sub mul add
+ boxheight rows mul disty rows 1 sub mul add boundaspect mul
+ max def
+boundx scalefactor div boundy scalefactor div scale
+
+% ----- classes -----
+
+ (moMoveSelect< M >) 1 1 box
+ (moBestImprSelect< M >) 0 0 box
+ (moFirstImprSelect< M >) 1 0 box
+ (moRandImprSelect< M >) 2 0 box
+
+% ----- relations -----
+
+solid
+1 1 0.25 out
+solid
+0 2 1 conn
+solid
+0 0 0.75 in
+solid
+0 1 0.75 in
+solid
+0 2 0.75 in
diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/classmo_move_select.tex b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_move_select.tex
new file mode 100644
index 000000000..390b93989
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_move_select.tex
@@ -0,0 +1,77 @@
+\section{mo\-Move\-Select$<$ M $>$ Class Template Reference}
+\label{classmo_move_select}\index{moMoveSelect@{moMoveSelect}}
+Class that describes a move selector (\doxyref{mo\-Move}{p.}{classmo_move}).
+
+
+{\tt \#include $<$mo\-Move\-Select.h$>$}
+
+Inheritance diagram for mo\-Move\-Select$<$ M $>$::\begin{figure}[H]
+\begin{center}
+\leavevmode
+\includegraphics[height=2cm]{classmo_move_select}
+\end{center}
+\end{figure}
+\subsection*{Public Types}
+\begin{CompactItemize}
+\item
+typedef M::EOType::Fitness {\bf Fitness}\label{classmo_move_select_8148ccc0e6fbd209c3fe6829559895c8}
+
+\begin{CompactList}\small\item\em Alias for the fitness. \item\end{CompactList}\end{CompactItemize}
+\subsection*{Public Member Functions}
+\begin{CompactItemize}
+\item
+virtual void {\bf init} (const {\bf Fitness} \&\_\-\_\-fit)=0
+\begin{CompactList}\small\item\em Procedure which initialises all that the move selector needs including the initial fitness. \item\end{CompactList}\item
+virtual bool {\bf update} (const M \&\_\-\_\-move, const {\bf Fitness} \&\_\-\_\-fit)=0
+\begin{CompactList}\small\item\em Function which updates the best solutions. \item\end{CompactList}\end{CompactItemize}
+
+
+\subsection{Detailed Description}
+\subsubsection*{template$<$class M$>$ class mo\-Move\-Select$<$ M $>$}
+
+Class that describes a move selector (\doxyref{mo\-Move}{p.}{classmo_move}).
+
+It iteratively considers some moves (\doxyref{mo\-Move}{p.}{classmo_move}) and their associated fitnesses. The best move is so regularly updated. At any time, it could be accessed.
+
+
+
+Definition at line 32 of file mo\-Move\-Select.h.
+
+\subsection{Member Function Documentation}
+\index{moMoveSelect@{mo\-Move\-Select}!init@{init}}
+\index{init@{init}!moMoveSelect@{mo\-Move\-Select}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class M$>$ virtual void {\bf mo\-Move\-Select}$<$ M $>$::init (const {\bf Fitness} \& {\em \_\-\_\-fit})\hspace{0.3cm}{\tt [pure virtual]}}\label{classmo_move_select_bca4c43f13d26eca7163aeb272a4a52e}
+
+
+Procedure which initialises all that the move selector needs including the initial fitness.
+
+In order to know the fitness of the solution, for which the neighborhood will be soon explored
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-\_\-fit}]the current fitness. \end{description}
+\end{Desc}
+
+
+Implemented in {\bf mo\-Best\-Impr\-Select$<$ M $>$} \doxyref{}{p.}{classmo_best_impr_select_2d2abf9aa17dc77cbb4f41810ab7b956}, {\bf mo\-First\-Impr\-Select$<$ M $>$} \doxyref{}{p.}{classmo_first_impr_select_4c5ce18ede46247a439c68f6954a4055}, and {\bf mo\-Rand\-Impr\-Select$<$ M $>$} \doxyref{}{p.}{classmo_rand_impr_select_a19726a1509cff874801615d63a3b5d9}.\index{moMoveSelect@{mo\-Move\-Select}!update@{update}}
+\index{update@{update}!moMoveSelect@{mo\-Move\-Select}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class M$>$ virtual bool {\bf mo\-Move\-Select}$<$ M $>$::update (const M \& {\em \_\-\_\-move}, const {\bf Fitness} \& {\em \_\-\_\-fit})\hspace{0.3cm}{\tt [pure virtual]}}\label{classmo_move_select_7c157b6e64fd417acf6e900059204eb1}
+
+
+Function which updates the best solutions.
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-\_\-move}]a new move. \item[{\em \_\-\_\-fit}]a fitness linked to the new move. \end{description}
+\end{Desc}
+\begin{Desc}
+\item[Returns:]a boolean that expresses the need to resume the exploration. \end{Desc}
+
+
+Implemented in {\bf mo\-Best\-Impr\-Select$<$ M $>$} \doxyref{}{p.}{classmo_best_impr_select_d10e3e6f8a0277731e95ef506d064d6d}, and {\bf mo\-Rand\-Impr\-Select$<$ M $>$} \doxyref{}{p.}{classmo_rand_impr_select_60ae5548560caee7e28d5ed2446186c9}.
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+mo\-Move\-Select.h\end{CompactItemize}
diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/classmo_next_move.eps b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_next_move.eps
new file mode 100644
index 000000000..d9586a593
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_next_move.eps
@@ -0,0 +1,197 @@
+%!PS-Adobe-2.0 EPSF-2.0
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+
+% ----- variables -----
+
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+
+% ----- main ------
+
+boxfont setfont
+1 boundaspect scale
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+
+% ----- classes -----
+
+ (moNextMove< M >) 0 1 box
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+
+% ----- relations -----
+
+solid
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diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/classmo_next_move.tex b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_next_move.tex
new file mode 100644
index 000000000..e51cd5566
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_next_move.tex
@@ -0,0 +1,29 @@
+\section{mo\-Next\-Move$<$ M $>$ Class Template Reference}
+\label{classmo_next_move}\index{moNextMove@{moNextMove}}
+Class which allows to generate a new move (\doxyref{mo\-Move}{p.}{classmo_move}).
+
+
+{\tt \#include $<$mo\-Next\-Move.h$>$}
+
+Inheritance diagram for mo\-Next\-Move$<$ M $>$::\begin{figure}[H]
+\begin{center}
+\leavevmode
+\includegraphics[height=2cm]{classmo_next_move}
+\end{center}
+\end{figure}
+
+
+\subsection{Detailed Description}
+\subsubsection*{template$<$class M$>$ class mo\-Next\-Move$<$ M $>$}
+
+Class which allows to generate a new move (\doxyref{mo\-Move}{p.}{classmo_move}).
+
+Useful for the explorer (for \doxyref{mo\-TS}{p.}{classmo_t_s} or \doxyref{mo\-HC}{p.}{classmo_h_c}). Does nothing... An object that herits from this class needs to be designed for being used.
+
+
+
+Definition at line 22 of file mo\-Next\-Move.h.
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+mo\-Next\-Move.h\end{CompactItemize}
diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/classmo_no_aspir_crit.eps b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_no_aspir_crit.eps
new file mode 100644
index 000000000..4a1de4c86
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_no_aspir_crit.eps
@@ -0,0 +1,197 @@
+%!PS-Adobe-2.0 EPSF-2.0
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+
+% ----- main ------
+
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+ boxwidth cols mul distx cols 1 sub mul add
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+boundx scalefactor div boundy scalefactor div scale
+
+% ----- classes -----
+
+ (moNoAspirCrit< M >) 0 0 box
+ (moAspirCrit< M >) 0 1 box
+
+% ----- relations -----
+
+solid
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+solid
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diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/classmo_no_aspir_crit.tex b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_no_aspir_crit.tex
new file mode 100644
index 000000000..2c5a3b5e1
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_no_aspir_crit.tex
@@ -0,0 +1,68 @@
+\section{mo\-No\-Aspir\-Crit$<$ M $>$ Class Template Reference}
+\label{classmo_no_aspir_crit}\index{moNoAspirCrit@{moNoAspirCrit}}
+One of the possible aspiration criterion (\doxyref{mo\-Aspir\-Crit}{p.}{classmo_aspir_crit}).
+
+
+{\tt \#include $<$mo\-No\-Aspir\-Crit.h$>$}
+
+Inheritance diagram for mo\-No\-Aspir\-Crit$<$ M $>$::\begin{figure}[H]
+\begin{center}
+\leavevmode
+\includegraphics[height=2cm]{classmo_no_aspir_crit}
+\end{center}
+\end{figure}
+\subsection*{Private Member Functions}
+\begin{CompactItemize}
+\item
+bool {\bf operator()} (const M \&\_\-\_\-move, const typename M::EOType::Fitness \&\_\-\_\-sol)
+\begin{CompactList}\small\item\em Function which describes the aspiration criterion behaviour. \item\end{CompactList}\item
+void {\bf init} ()
+\begin{CompactList}\small\item\em Procedure which initialises all that needs a \doxyref{mo\-No\-Aspir\-Crit}{p.}{classmo_no_aspir_crit}. \item\end{CompactList}\end{CompactItemize}
+
+
+\subsection{Detailed Description}
+\subsubsection*{template$<$class M$>$ class mo\-No\-Aspir\-Crit$<$ M $>$}
+
+One of the possible aspiration criterion (\doxyref{mo\-Aspir\-Crit}{p.}{classmo_aspir_crit}).
+
+The simplest : never satisfied.
+
+
+
+Definition at line 21 of file mo\-No\-Aspir\-Crit.h.
+
+\subsection{Member Function Documentation}
+\index{moNoAspirCrit@{mo\-No\-Aspir\-Crit}!operator()@{operator()}}
+\index{operator()@{operator()}!moNoAspirCrit@{mo\-No\-Aspir\-Crit}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class M$>$ bool {\bf mo\-No\-Aspir\-Crit}$<$ M $>$::operator() (const M \& {\em \_\-\_\-move}, const typename M::EOType::Fitness \& {\em \_\-\_\-sol})\hspace{0.3cm}{\tt [inline, private]}}\label{classmo_no_aspir_crit_8a7180a8d5c25bfb6727d0b59551b0f8}
+
+
+Function which describes the aspiration criterion behaviour.
+
+Does nothing.
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-\_\-move}]a move. \item[{\em \_\-\_\-sol}]a fitness. \end{description}
+\end{Desc}
+\begin{Desc}
+\item[Returns:]FALSE. \end{Desc}
+
+
+Definition at line 32 of file mo\-No\-Aspir\-Crit.h.\index{moNoAspirCrit@{mo\-No\-Aspir\-Crit}!init@{init}}
+\index{init@{init}!moNoAspirCrit@{mo\-No\-Aspir\-Crit}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class M$>$ void {\bf mo\-No\-Aspir\-Crit}$<$ M $>$::init ()\hspace{0.3cm}{\tt [inline, private, virtual]}}\label{classmo_no_aspir_crit_f3a286fc4c2d36bd390ba9a3074f3037}
+
+
+Procedure which initialises all that needs a \doxyref{mo\-No\-Aspir\-Crit}{p.}{classmo_no_aspir_crit}.
+
+Nothing...
+
+Implements {\bf mo\-Aspir\-Crit$<$ M $>$} \doxyref{}{p.}{classmo_aspir_crit_a8ce84510a5ec7c9078381e542c6d140}.
+
+Definition at line 43 of file mo\-No\-Aspir\-Crit.h.
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+mo\-No\-Aspir\-Crit.h\end{CompactItemize}
diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/classmo_rand_impr_select.eps b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_rand_impr_select.eps
new file mode 100644
index 000000000..74d2fc0f6
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_rand_impr_select.eps
@@ -0,0 +1,197 @@
+%!PS-Adobe-2.0 EPSF-2.0
+%%Title: ClassName
+%%Creator: Doxygen
+%%CreationDate: Time
+%%For:
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+%%Orientation: Portrait
+%%BoundingBox: 0 0 500 251.572
+%%Pages: 0
+%%BeginSetup
+%%EndSetup
+%%EndComments
+
+% ----- variables -----
+
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+
+% ----- procedures -----
+
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+
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+{
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+ /b exch def
+ a b gt {a} {b} ifelse
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+
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+ 0 scalefactor boxwidth cols mul distx cols 1 sub mul add sub 2 div max
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+
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+{ newpath
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+{ newpath
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+{
+ newpath
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+
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+{
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+
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+
+/vedge
+{
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+} def
+
+% ----- main ------
+
+boxfont setfont
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+ boxwidth cols mul distx cols 1 sub mul add
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+ max def
+boundx scalefactor div boundy scalefactor div scale
+
+% ----- classes -----
+
+ (moRandImprSelect< M >) 0 0 box
+ (moMoveSelect< M >) 0 1 box
+
+% ----- relations -----
+
+solid
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diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/classmo_rand_impr_select.tex b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_rand_impr_select.tex
new file mode 100644
index 000000000..feaa35f47
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_rand_impr_select.tex
@@ -0,0 +1,124 @@
+\section{mo\-Rand\-Impr\-Select$<$ M $>$ Class Template Reference}
+\label{classmo_rand_impr_select}\index{moRandImprSelect@{moRandImprSelect}}
+One of the possible \doxyref{mo\-Move}{p.}{classmo_move} selector (\doxyref{mo\-Move\-Select}{p.}{classmo_move_select}).
+
+
+{\tt \#include $<$mo\-Rand\-Impr\-Select.h$>$}
+
+Inheritance diagram for mo\-Rand\-Impr\-Select$<$ M $>$::\begin{figure}[H]
+\begin{center}
+\leavevmode
+\includegraphics[height=2cm]{classmo_rand_impr_select}
+\end{center}
+\end{figure}
+\subsection*{Public Types}
+\begin{CompactItemize}
+\item
+typedef M::EOType::Fitness {\bf Fitness}\label{classmo_rand_impr_select_3bff2fdb963297430543c82ffb567a5c}
+
+\begin{CompactList}\small\item\em Alias for the fitness. \item\end{CompactList}\end{CompactItemize}
+\subsection*{Public Member Functions}
+\begin{CompactItemize}
+\item
+void {\bf init} (const {\bf Fitness} \&\_\-\_\-fit)
+\begin{CompactList}\small\item\em Procedure which all that needs a \doxyref{mo\-Rand\-Impr\-Select}{p.}{classmo_rand_impr_select}. \item\end{CompactList}\item
+bool {\bf update} (const M \&\_\-\_\-move, const {\bf Fitness} \&\_\-\_\-fit)
+\begin{CompactList}\small\item\em Function that updates the fitness and move vectors. \item\end{CompactList}\item
+void {\bf operator()} (M \&\_\-\_\-move, {\bf Fitness} \&\_\-\_\-fit) throw (Empty\-Selection)
+\begin{CompactList}\small\item\em The move selection. \item\end{CompactList}\end{CompactItemize}
+\subsection*{Private Attributes}
+\begin{CompactItemize}
+\item
+{\bf Fitness} {\bf init\_\-fit}\label{classmo_rand_impr_select_d153c277a0a2ea95ac484210d445b40e}
+
+\begin{CompactList}\small\item\em Fitness of the current solution. \item\end{CompactList}\item
+std::vector$<$ {\bf Fitness} $>$ {\bf vect\_\-better\_\-fit}\label{classmo_rand_impr_select_05c7c3b858e8a25632f2f5c86b0c97a3}
+
+\begin{CompactList}\small\item\em Candidate fitnesse vector. \item\end{CompactList}\item
+std::vector$<$ M $>$ {\bf vect\_\-better\_\-moves}\label{classmo_rand_impr_select_2ace12bd179144fa71d56324694201f5}
+
+\begin{CompactList}\small\item\em Candidate move vector. \item\end{CompactList}\end{CompactItemize}
+
+
+\subsection{Detailed Description}
+\subsubsection*{template$<$class M$>$ class mo\-Rand\-Impr\-Select$<$ M $>$}
+
+One of the possible \doxyref{mo\-Move}{p.}{classmo_move} selector (\doxyref{mo\-Move\-Select}{p.}{classmo_move_select}).
+
+All the neighbors are considered. One of them that enables an improvment of the objective function is choosen.
+
+
+
+Definition at line 25 of file mo\-Rand\-Impr\-Select.h.
+
+\subsection{Member Function Documentation}
+\index{moRandImprSelect@{mo\-Rand\-Impr\-Select}!init@{init}}
+\index{init@{init}!moRandImprSelect@{mo\-Rand\-Impr\-Select}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class M$>$ void {\bf mo\-Rand\-Impr\-Select}$<$ M $>$::init (const {\bf Fitness} \& {\em \_\-\_\-fit})\hspace{0.3cm}{\tt [inline, virtual]}}\label{classmo_rand_impr_select_a19726a1509cff874801615d63a3b5d9}
+
+
+Procedure which all that needs a \doxyref{mo\-Rand\-Impr\-Select}{p.}{classmo_rand_impr_select}.
+
+Give a value to the initialise fitness. Clean the move and fitness vectors.
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-\_\-fit}]the current best fitness \end{description}
+\end{Desc}
+
+
+Implements {\bf mo\-Move\-Select$<$ M $>$} \doxyref{}{p.}{classmo_move_select_bca4c43f13d26eca7163aeb272a4a52e}.
+
+Definition at line 40 of file mo\-Rand\-Impr\-Select.h.
+
+References mo\-Rand\-Impr\-Select$<$ M $>$::init\_\-fit, mo\-Rand\-Impr\-Select$<$ M $>$::vect\_\-better\_\-fit, and mo\-Rand\-Impr\-Select$<$ M $>$::vect\_\-better\_\-moves.\index{moRandImprSelect@{mo\-Rand\-Impr\-Select}!update@{update}}
+\index{update@{update}!moRandImprSelect@{mo\-Rand\-Impr\-Select}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class M$>$ bool {\bf mo\-Rand\-Impr\-Select}$<$ M $>$::update (const M \& {\em \_\-\_\-move}, const {\bf Fitness} \& {\em \_\-\_\-fit})\hspace{0.3cm}{\tt [inline, virtual]}}\label{classmo_rand_impr_select_60ae5548560caee7e28d5ed2446186c9}
+
+
+Function that updates the fitness and move vectors.
+
+if a move give a better fitness than the initial fitness, it is saved and the fitness too.
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-\_\-move}]a new move. \item[{\em \_\-\_\-fit}]a new fitness associated to the new move. \end{description}
+\end{Desc}
+\begin{Desc}
+\item[Returns:]TRUE. \end{Desc}
+
+
+Implements {\bf mo\-Move\-Select$<$ M $>$} \doxyref{}{p.}{classmo_move_select_7c157b6e64fd417acf6e900059204eb1}.
+
+Definition at line 56 of file mo\-Rand\-Impr\-Select.h.
+
+References mo\-Rand\-Impr\-Select$<$ M $>$::init\_\-fit, mo\-Rand\-Impr\-Select$<$ M $>$::vect\_\-better\_\-fit, and mo\-Rand\-Impr\-Select$<$ M $>$::vect\_\-better\_\-moves.\index{moRandImprSelect@{mo\-Rand\-Impr\-Select}!operator()@{operator()}}
+\index{operator()@{operator()}!moRandImprSelect@{mo\-Rand\-Impr\-Select}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class M$>$ void {\bf mo\-Rand\-Impr\-Select}$<$ M $>$::operator() (M \& {\em \_\-\_\-move}, {\bf Fitness} \& {\em \_\-\_\-fit}) throw ({\bf Empty\-Selection})\hspace{0.3cm}{\tt [inline]}}\label{classmo_rand_impr_select_5ee57f77a450c0a9ce50bfccf3ad2a55}
+
+
+The move selection.
+
+One the saved move is randomly chosen.
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-\_\-move}]the reference of the move that can be initialised by the function. \item[{\em \_\-\_\-fit}]the reference of the fitness that can be initialised by the function. \end{description}
+\end{Desc}
+\begin{Desc}
+\item[Exceptions:]
+\begin{description}
+\item[{\em \doxyref{Empty\-Selection}{p.}{class_empty_selection}}]If no move which improves the current fitness are found. \end{description}
+\end{Desc}
+
+
+Definition at line 77 of file mo\-Rand\-Impr\-Select.h.
+
+References mo\-Rand\-Impr\-Select$<$ M $>$::vect\_\-better\_\-fit, and mo\-Rand\-Impr\-Select$<$ M $>$::vect\_\-better\_\-moves.
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+mo\-Rand\-Impr\-Select.h\end{CompactItemize}
diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/classmo_rand_move.tex b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_rand_move.tex
new file mode 100644
index 000000000..ff3370a8d
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_rand_move.tex
@@ -0,0 +1,23 @@
+\section{mo\-Rand\-Move$<$ M $>$ Class Template Reference}
+\label{classmo_rand_move}\index{moRandMove@{moRandMove}}
+Random move generator.
+
+
+{\tt \#include $<$mo\-Rand\-Move.h$>$}
+
+
+
+\subsection{Detailed Description}
+\subsubsection*{template$<$class M$>$ class mo\-Rand\-Move$<$ M $>$}
+
+Random move generator.
+
+Only a description... An object that herits from this class needs to be designed in order to use a \doxyref{mo\-SA}{p.}{classmo_s_a}.
+
+
+
+Definition at line 21 of file mo\-Rand\-Move.h.
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+mo\-Rand\-Move.h\end{CompactItemize}
diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/classmo_s_a.eps b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_s_a.eps
new file mode 100644
index 000000000..90945c761
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_s_a.eps
@@ -0,0 +1,197 @@
+%!PS-Adobe-2.0 EPSF-2.0
+%%Title: ClassName
+%%Creator: Doxygen
+%%CreationDate: Time
+%%For:
+%Magnification: 1.00
+%%Orientation: Portrait
+%%BoundingBox: 0 0 500 268.456
+%%Pages: 0
+%%BeginSetup
+%%EndSetup
+%%EndComments
+
+% ----- variables -----
+
+/boxwidth 0 def
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+
+% ----- procedures -----
+
+/dotted { [1 4] 0 setdash } def
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+{
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+
+/in % draws an input connector for the block at (arg1,arg2)
+{
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+
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+{
+ /ye exch def
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+ ys yspacing mul boxheight 2 div sub
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+ ye yspacing mul boxheight 2 div sub
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+/conn % connections the blocks from col `arg1' to `arg2' of row `arg3'
+{
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+
+% ----- main ------
+
+boxfont setfont
+1 boundaspect scale
+(moSA< M >) cw
+(moAlgo< M::EOType >) cw
+/boxwidth boxwidth marginwidth 2 mul add def
+/xspacing boxwidth distx add def
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+/scalefactor
+ boxwidth cols mul distx cols 1 sub mul add
+ boxheight rows mul disty rows 1 sub mul add boundaspect mul
+ max def
+boundx scalefactor div boundy scalefactor div scale
+
+% ----- classes -----
+
+ (moSA< M >) 0 0 box
+ (moAlgo< M::EOType >) 0 1 box
+
+% ----- relations -----
+
+solid
+0 0 0 out
+solid
+1 0 1 in
diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/classmo_s_a.tex b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_s_a.tex
new file mode 100644
index 000000000..0a99f4db8
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_s_a.tex
@@ -0,0 +1,108 @@
+\section{mo\-SA$<$ M $>$ Class Template Reference}
+\label{classmo_s_a}\index{moSA@{moSA}}
+Simulated Annealing (SA).
+
+
+{\tt \#include $<$mo\-SA.h$>$}
+
+Inheritance diagram for mo\-SA$<$ M $>$::\begin{figure}[H]
+\begin{center}
+\leavevmode
+\includegraphics[height=2cm]{classmo_s_a}
+\end{center}
+\end{figure}
+\subsection*{Public Member Functions}
+\begin{CompactItemize}
+\item
+{\bf mo\-SA} ({\bf mo\-Rand\-Move}$<$ M $>$ \&\_\-\_\-move\_\-rand, {\bf mo\-Move\-Incr\-Eval}$<$ M $>$ \&\_\-\_\-incr\_\-eval, {\bf mo\-Sol\-Continue}$<$ {\bf EOT} $>$ \&\_\-\_\-cont, double \_\-\_\-init\_\-temp, {\bf mo\-Cool\-Sched} \&\_\-\_\-cool\_\-sched, eo\-Eval\-Func$<$ {\bf EOT} $>$ \&\_\-\_\-full\_\-eval)
+\begin{CompactList}\small\item\em SA constructor. \item\end{CompactList}\item
+bool {\bf operator()} ({\bf EOT} \&\_\-\_\-sol)
+\begin{CompactList}\small\item\em function that launches the SA algorithm. \item\end{CompactList}\end{CompactItemize}
+\subsection*{Private Types}
+\begin{CompactItemize}
+\item
+typedef M::EOType {\bf EOT}\label{classmo_s_a_d5d64a8797bdedc7b3af7893aded0bd5}
+
+\begin{CompactList}\small\item\em Alias for the type. \item\end{CompactList}\item
+typedef EOT::Fitness {\bf Fitness}\label{classmo_s_a_97f1a40d5ab5a0b3f878d0347b34804b}
+
+\begin{CompactList}\small\item\em Alias for the fitness. \item\end{CompactList}\end{CompactItemize}
+\subsection*{Private Attributes}
+\begin{CompactItemize}
+\item
+{\bf mo\-Rand\-Move}$<$ M $>$ \& {\bf move\_\-rand}\label{classmo_s_a_71c49935b63a202d25888a5f86121fec}
+
+\begin{CompactList}\small\item\em A move generator (generally randomly). \item\end{CompactList}\item
+{\bf mo\-Move\-Incr\-Eval}$<$ M $>$ \& {\bf incr\_\-eval}\label{classmo_s_a_4c3be32e9832e465b24e6d33559356bc}
+
+\begin{CompactList}\small\item\em A (generally) efficient evaluation function. \item\end{CompactList}\item
+{\bf mo\-Sol\-Continue}$<$ {\bf EOT} $>$ \& {\bf cont}\label{classmo_s_a_54484c8a514866ea496e0058c2e09716}
+
+\begin{CompactList}\small\item\em Stopping criterion before temperature update. \item\end{CompactList}\item
+double {\bf init\_\-temp}\label{classmo_s_a_f1af7636b52aa5f6b381f8187b667bd4}
+
+\begin{CompactList}\small\item\em Initial temperature. \item\end{CompactList}\item
+{\bf mo\-Cool\-Sched} \& {\bf cool\_\-sched}\label{classmo_s_a_c7aaf7424aa1b9f889d2ba9c959e5a1d}
+
+\begin{CompactList}\small\item\em The cooling schedule. \item\end{CompactList}\item
+eo\-Eval\-Func$<$ {\bf EOT} $>$ \& {\bf full\_\-eval}\label{classmo_s_a_bcd6a940046f23dd741444c0b85edf2c}
+
+\begin{CompactList}\small\item\em A full evaluation function. \item\end{CompactList}\end{CompactItemize}
+
+
+\subsection{Detailed Description}
+\subsubsection*{template$<$class M$>$ class mo\-SA$<$ M $>$}
+
+Simulated Annealing (SA).
+
+Class that describes a Simulated Annealing algorithm.
+
+
+
+Definition at line 32 of file mo\-SA.h.
+
+\subsection{Constructor \& Destructor Documentation}
+\index{moSA@{mo\-SA}!moSA@{moSA}}
+\index{moSA@{moSA}!moSA@{mo\-SA}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class M$>$ {\bf mo\-SA}$<$ M $>$::{\bf mo\-SA} ({\bf mo\-Rand\-Move}$<$ M $>$ \& {\em \_\-\_\-move\_\-rand}, {\bf mo\-Move\-Incr\-Eval}$<$ M $>$ \& {\em \_\-\_\-incr\_\-eval}, {\bf mo\-Sol\-Continue}$<$ {\bf EOT} $>$ \& {\em \_\-\_\-cont}, double {\em \_\-\_\-init\_\-temp}, {\bf mo\-Cool\-Sched} \& {\em \_\-\_\-cool\_\-sched}, eo\-Eval\-Func$<$ {\bf EOT} $>$ \& {\em \_\-\_\-full\_\-eval})\hspace{0.3cm}{\tt [inline]}}\label{classmo_s_a_ef9ffb0d95c599e0a06c78db5f2f4b12}
+
+
+SA constructor.
+
+All the boxes used by a SA need to be given.
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-\_\-move\_\-rand}]a move generator (generally randomly). \item[{\em \_\-\_\-incr\_\-eval}]a (generaly) efficient evaluation function \item[{\em \_\-\_\-cont}]a stopping criterion. \item[{\em \_\-\_\-init\_\-temp}]the initial temperature. \item[{\em \_\-\_\-cool\_\-sched}]a cooling schedule, describes how the temperature is modified. \item[{\em \_\-\_\-full\_\-eval}]a full evaluation function. \end{description}
+\end{Desc}
+
+
+Definition at line 60 of file mo\-SA.h.
+
+\subsection{Member Function Documentation}
+\index{moSA@{mo\-SA}!operator()@{operator()}}
+\index{operator()@{operator()}!moSA@{mo\-SA}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class M$>$ bool {\bf mo\-SA}$<$ M $>$::operator() ({\bf EOT} \& {\em \_\-\_\-sol})\hspace{0.3cm}{\tt [inline]}}\label{classmo_s_a_0e4c54b57bc13fcbd4763883b8f719e5}
+
+
+function that launches the SA algorithm.
+
+As a \doxyref{mo\-TS}{p.}{classmo_t_s} or a \doxyref{mo\-HC}{p.}{classmo_h_c}, the SA can be used for HYBRIDATION in an evolutionary algorithm.
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-\_\-sol}]a solution to improve. \end{description}
+\end{Desc}
+\begin{Desc}
+\item[Returns:]TRUE. \end{Desc}
+
+
+Definition at line 82 of file mo\-SA.h.
+
+References mo\-SA$<$ M $>$::cont, mo\-SA$<$ M $>$::cool\_\-sched, mo\-SA$<$ M $>$::full\_\-eval, mo\-SA$<$ M $>$::incr\_\-eval, mo\-SA$<$ M $>$::init\_\-temp, and mo\-SA$<$ M $>$::move\_\-rand.
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+mo\-SA.h\end{CompactItemize}
diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/classmo_sol_continue.eps b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_sol_continue.eps
new file mode 100644
index 000000000..08a227b1a
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_sol_continue.eps
@@ -0,0 +1,197 @@
+%!PS-Adobe-2.0 EPSF-2.0
+%%Title: ClassName
+%%Creator: Doxygen
+%%CreationDate: Time
+%%For:
+%Magnification: 1.00
+%%Orientation: Portrait
+%%BoundingBox: 0 0 500 227.273
+%%Pages: 0
+%%BeginSetup
+%%EndSetup
+%%EndComments
+
+% ----- variables -----
+
+/boxwidth 0 def
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+% ----- procedures -----
+
+/dotted { [1 4] 0 setdash } def
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+/max % result = MAX(arg1,arg2)
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+
+/conn % connections the blocks from col `arg1' to `arg2' of row `arg3'
+{
+ /ys exch def
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+
+% ----- main ------
+
+boxfont setfont
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+(moGenSolContinue< EOT >) cw
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+ boxwidth cols mul distx cols 1 sub mul add
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+boundx scalefactor div boundy scalefactor div scale
+
+% ----- classes -----
+
+ (moSolContinue< EOT >) 0 1 box
+ (moGenSolContinue< EOT >) 0 0 box
+
+% ----- relations -----
+
+solid
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+solid
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diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/classmo_sol_continue.tex b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_sol_continue.tex
new file mode 100644
index 000000000..9039a615f
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_sol_continue.tex
@@ -0,0 +1,46 @@
+\section{mo\-Sol\-Continue$<$ EOT $>$ Class Template Reference}
+\label{classmo_sol_continue}\index{moSolContinue@{moSolContinue}}
+Class that describes a stop criterion for a solution-based heuristic.
+
+
+{\tt \#include $<$mo\-Sol\-Continue.h$>$}
+
+Inheritance diagram for mo\-Sol\-Continue$<$ EOT $>$::\begin{figure}[H]
+\begin{center}
+\leavevmode
+\includegraphics[height=2cm]{classmo_sol_continue}
+\end{center}
+\end{figure}
+\subsection*{Public Member Functions}
+\begin{CompactItemize}
+\item
+virtual void {\bf init} ()=0
+\begin{CompactList}\small\item\em Procedure which initialises all that the stop criterion needs. \item\end{CompactList}\end{CompactItemize}
+
+
+\subsection{Detailed Description}
+\subsubsection*{template$<$class EOT$>$ class mo\-Sol\-Continue$<$ EOT $>$}
+
+Class that describes a stop criterion for a solution-based heuristic.
+
+It allows to add an initialisation procedure to an object that is a unary function (eo\-UF).
+
+
+
+Definition at line 22 of file mo\-Sol\-Continue.h.
+
+\subsection{Member Function Documentation}
+\index{moSolContinue@{mo\-Sol\-Continue}!init@{init}}
+\index{init@{init}!moSolContinue@{mo\-Sol\-Continue}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class EOT$>$ virtual void {\bf mo\-Sol\-Continue}$<$ EOT $>$::init ()\hspace{0.3cm}{\tt [pure virtual]}}\label{classmo_sol_continue_064dc966a210f4ffb9515be3f03ca4c7}
+
+
+Procedure which initialises all that the stop criterion needs.
+
+Generally, it allocates some data structures or initialises some counters.
+
+Implemented in {\bf mo\-Gen\-Sol\-Continue$<$ EOT $>$} \doxyref{}{p.}{classmo_gen_sol_continue_6c5db8182157584b56507cc9075602d4}.
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+mo\-Sol\-Continue.h\end{CompactItemize}
diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/classmo_t_s.eps b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_t_s.eps
new file mode 100644
index 000000000..7f23b6aef
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_t_s.eps
@@ -0,0 +1,197 @@
+%!PS-Adobe-2.0 EPSF-2.0
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+%%Creator: Doxygen
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+
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diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/classmo_t_s.tex b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_t_s.tex
new file mode 100644
index 000000000..8cf3ec796
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_t_s.tex
@@ -0,0 +1,130 @@
+\section{mo\-TS$<$ M $>$ Class Template Reference}
+\label{classmo_t_s}\index{moTS@{moTS}}
+Tabu Search (TS).
+
+
+{\tt \#include $<$mo\-TS.h$>$}
+
+Inheritance diagram for mo\-TS$<$ M $>$::\begin{figure}[H]
+\begin{center}
+\leavevmode
+\includegraphics[height=2cm]{classmo_t_s}
+\end{center}
+\end{figure}
+\subsection*{Public Member Functions}
+\begin{CompactItemize}
+\item
+{\bf mo\-TS} ({\bf mo\-Move\-Init}$<$ M $>$ \&\_\-\_\-move\_\-init, {\bf mo\-Next\-Move}$<$ M $>$ \&\_\-\_\-next\_\-move, {\bf mo\-Move\-Incr\-Eval}$<$ M $>$ \&\_\-\_\-incr\_\-eval, {\bf mo\-Tabu\-List}$<$ M $>$ \&\_\-\_\-tabu\_\-list, {\bf mo\-Aspir\-Crit}$<$ M $>$ \&\_\-\_\-aspir\_\-crit, {\bf mo\-Sol\-Continue}$<$ {\bf EOT} $>$ \&\_\-\_\-cont, eo\-Eval\-Func$<$ {\bf EOT} $>$ \&\_\-\_\-full\_\-eval)
+\begin{CompactList}\small\item\em Constructor of a \doxyref{mo\-TS}{p.}{classmo_t_s} specifying all the boxes. \item\end{CompactList}\item
+{\bf mo\-TS} ({\bf mo\-Move\-Expl}$<$ M $>$ \&\_\-\_\-move\_\-expl, {\bf mo\-Sol\-Continue}$<$ {\bf EOT} $>$ \&\_\-\_\-cont, eo\-Eval\-Func$<$ {\bf EOT} $>$ \&\_\-\_\-full\_\-eval)
+\begin{CompactList}\small\item\em Constructor with less parameters. \item\end{CompactList}\item
+bool {\bf operator()} ({\bf EOT} \&\_\-\_\-sol)
+\begin{CompactList}\small\item\em Function which launchs the Tabu Search. \item\end{CompactList}\end{CompactItemize}
+\subsection*{Private Types}
+\begin{CompactItemize}
+\item
+typedef M::EOType {\bf EOT}\label{classmo_t_s_90d19d468c12ab5bd796948ce1ce79b1}
+
+\begin{CompactList}\small\item\em Alias for the type. \item\end{CompactList}\item
+typedef EOT::Fitness {\bf Fitness}\label{classmo_t_s_aa0eefbb17111422e495d1255f876fca}
+
+\begin{CompactList}\small\item\em Alias for the fitness. \item\end{CompactList}\end{CompactItemize}
+\subsection*{Private Attributes}
+\begin{CompactItemize}
+\item
+{\bf mo\-Move\-Expl}$<$ M $>$ \& {\bf move\_\-expl}\label{classmo_t_s_06914ddc90ca96e9158c8dbe182a7865}
+
+\begin{CompactList}\small\item\em Neighborhood explorer. \item\end{CompactList}\item
+{\bf mo\-Sol\-Continue}$<$ {\bf EOT} $>$ \& {\bf cont}\label{classmo_t_s_969371cd2202f3d29cbb426f57ac7d3a}
+
+\begin{CompactList}\small\item\em Stop criterion. \item\end{CompactList}\item
+eo\-Eval\-Func$<$ {\bf EOT} $>$ \& {\bf full\_\-eval}\label{classmo_t_s_fb67eddae5d0bfca4ed881995523231e}
+
+\begin{CompactList}\small\item\em Full evaluation function. \item\end{CompactList}\end{CompactItemize}
+\subsection*{Static Private Attributes}
+\begin{CompactItemize}
+\item
+static bool {\bf first\_\-time}\label{classmo_t_s_564bc1969548ccbd9bb7e76f92898de0}
+
+\begin{CompactList}\small\item\em Boolean allowing to initialise the ptread\_\-mutex\_\-t in the constructor. \item\end{CompactList}\item
+static pthread\_\-mutex\_\-t {\bf mutex}\label{classmo_t_s_688f9ba42eb33cae6431f4f4eb65b9e9}
+
+\begin{CompactList}\small\item\em The lock. \item\end{CompactList}\end{CompactItemize}
+
+
+\subsection{Detailed Description}
+\subsubsection*{template$<$class M$>$ class mo\-TS$<$ M $>$}
+
+Tabu Search (TS).
+
+Generic algorithm that describes a tabu search.
+
+
+
+Definition at line 30 of file mo\-TS.h.
+
+\subsection{Constructor \& Destructor Documentation}
+\index{moTS@{mo\-TS}!moTS@{moTS}}
+\index{moTS@{moTS}!moTS@{mo\-TS}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class M$>$ {\bf mo\-TS}$<$ M $>$::{\bf mo\-TS} ({\bf mo\-Move\-Init}$<$ M $>$ \& {\em \_\-\_\-move\_\-init}, {\bf mo\-Next\-Move}$<$ M $>$ \& {\em \_\-\_\-next\_\-move}, {\bf mo\-Move\-Incr\-Eval}$<$ M $>$ \& {\em \_\-\_\-incr\_\-eval}, {\bf mo\-Tabu\-List}$<$ M $>$ \& {\em \_\-\_\-tabu\_\-list}, {\bf mo\-Aspir\-Crit}$<$ M $>$ \& {\em \_\-\_\-aspir\_\-crit}, {\bf mo\-Sol\-Continue}$<$ {\bf EOT} $>$ \& {\em \_\-\_\-cont}, eo\-Eval\-Func$<$ {\bf EOT} $>$ \& {\em \_\-\_\-full\_\-eval})\hspace{0.3cm}{\tt [inline]}}\label{classmo_t_s_2be23f4524733ee6f37b71310d76407e}
+
+
+Constructor of a \doxyref{mo\-TS}{p.}{classmo_t_s} specifying all the boxes.
+
+In this constructor, a \doxyref{mo\-TSMove\-Loop\-Expl}{p.}{classmo_t_s_move_loop_expl} is instanciated.
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-\_\-move\_\-init}]move initialisation \item[{\em \_\-\_\-next\_\-move}]neighborhood explorer \item[{\em \_\-\_\-incr\_\-eval}]efficient evaluation \item[{\em \_\-\_\-tabu\_\-list}]tabu list \item[{\em \_\-\_\-aspir\_\-crit}]aspiration criterion \item[{\em \_\-\_\-cont}]stop criterion \item[{\em \_\-\_\-full\_\-eval}]full evaluation function \end{description}
+\end{Desc}
+
+
+Definition at line 59 of file mo\-TS.h.
+
+References mo\-TS$<$ M $>$::first\_\-time, and mo\-TS$<$ M $>$::mutex.\index{moTS@{mo\-TS}!moTS@{moTS}}
+\index{moTS@{moTS}!moTS@{mo\-TS}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class M$>$ {\bf mo\-TS}$<$ M $>$::{\bf mo\-TS} ({\bf mo\-Move\-Expl}$<$ M $>$ \& {\em \_\-\_\-move\_\-expl}, {\bf mo\-Sol\-Continue}$<$ {\bf EOT} $>$ \& {\em \_\-\_\-cont}, eo\-Eval\-Func$<$ {\bf EOT} $>$ \& {\em \_\-\_\-full\_\-eval})\hspace{0.3cm}{\tt [inline]}}\label{classmo_t_s_508e675c4232cf2ca06dded931c90bab}
+
+
+Constructor with less parameters.
+
+The explorer is given in the parameters.
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-\_\-move\_\-expl}]the explorer (generally different that a \doxyref{mo\-TSMove\-Loop\-Expl}{p.}{classmo_t_s_move_loop_expl}) \item[{\em \_\-\_\-cont}]stop criterion \item[{\em \_\-\_\-full\_\-eval}]full evaluation function \end{description}
+\end{Desc}
+
+
+Definition at line 81 of file mo\-TS.h.
+
+References mo\-TS$<$ M $>$::first\_\-time, and mo\-TS$<$ M $>$::mutex.
+
+\subsection{Member Function Documentation}
+\index{moTS@{mo\-TS}!operator()@{operator()}}
+\index{operator()@{operator()}!moTS@{mo\-TS}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class M$>$ bool {\bf mo\-TS}$<$ M $>$::operator() ({\bf EOT} \& {\em \_\-\_\-sol})\hspace{0.3cm}{\tt [inline]}}\label{classmo_t_s_94d25a76fe1bc9ef0bbd0358ff55aceb}
+
+
+Function which launchs the Tabu Search.
+
+Algorithm of the tabu search. As a \doxyref{mo\-SA}{p.}{classmo_s_a} or a \doxyref{mo\-HC}{p.}{classmo_h_c}, it can be used for HYBRIDATION in an evolutionary algorithm. For security a lock (pthread\_\-mutex\_\-t) is closed during the algorithm.
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-\_\-sol}]a solution to improve. \end{description}
+\end{Desc}
+\begin{Desc}
+\item[Returns:]TRUE. \end{Desc}
+
+
+Definition at line 104 of file mo\-TS.h.
+
+References mo\-TS$<$ M $>$::cont, mo\-TS$<$ M $>$::full\_\-eval, mo\-TS$<$ M $>$::move\_\-expl, and mo\-TS$<$ M $>$::mutex.
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+mo\-TS.h\end{CompactItemize}
diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/classmo_t_s_move_loop_expl.eps b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_t_s_move_loop_expl.eps
new file mode 100644
index 000000000..d8324527a
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_t_s_move_loop_expl.eps
@@ -0,0 +1,203 @@
+%!PS-Adobe-2.0 EPSF-2.0
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+{ newpath
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+
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+{
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+
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+
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+{
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+
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+{
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+ xs xspacing mul xoffset add boxwidth 2 div add dup
+ ys yspacing mul boxheight 2 div sub
+ moveto
+ ye yspacing mul boxheight 2 div sub
+ lineto
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+} def
+
+/conn % connections the blocks from col `arg1' to `arg2' of row `arg3'
+{
+ /ys exch def
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+ xs xspacing mul xoffset add boxwidth 2 div add
+ ys yspacing mul disty 2 div sub
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+ xspacing xe xs sub mul 0
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+
+% ----- main ------
+
+boxfont setfont
+1 boundaspect scale
+(moTSMoveLoopExpl< M >) cw
+(moMoveLoopExpl< M >) cw
+(moMoveExpl< M >) cw
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+ boxwidth cols mul distx cols 1 sub mul add
+ boxheight rows mul disty rows 1 sub mul add boundaspect mul
+ max def
+boundx scalefactor div boundy scalefactor div scale
+
+% ----- classes -----
+
+ (moTSMoveLoopExpl< M >) 0 0 box
+ (moMoveLoopExpl< M >) 0 1 box
+ (moMoveExpl< M >) 0 2 box
+
+% ----- relations -----
+
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diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/classmo_t_s_move_loop_expl.tex b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_t_s_move_loop_expl.tex
new file mode 100644
index 000000000..5f7327560
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_t_s_move_loop_expl.tex
@@ -0,0 +1,106 @@
+\section{mo\-TSMove\-Loop\-Expl$<$ M $>$ Class Template Reference}
+\label{classmo_t_s_move_loop_expl}\index{moTSMoveLoopExpl@{moTSMoveLoopExpl}}
+Explorer for a Tabu Search algorithm.
+
+
+{\tt \#include $<$mo\-TSMove\-Loop\-Expl.h$>$}
+
+Inheritance diagram for mo\-TSMove\-Loop\-Expl$<$ M $>$::\begin{figure}[H]
+\begin{center}
+\leavevmode
+\includegraphics[height=3cm]{classmo_t_s_move_loop_expl}
+\end{center}
+\end{figure}
+\subsection*{Public Member Functions}
+\begin{CompactItemize}
+\item
+{\bf mo\-TSMove\-Loop\-Expl} ({\bf mo\-Move\-Init}$<$ M $>$ \&\_\-\_\-move\_\-init, {\bf mo\-Next\-Move}$<$ M $>$ \&\_\-\_\-next\_\-move, {\bf mo\-Move\-Incr\-Eval}$<$ M $>$ \&\_\-\_\-incr\_\-eval, {\bf mo\-Tabu\-List}$<$ M $>$ \&\_\-\_\-tabu\_\-list, {\bf mo\-Aspir\-Crit}$<$ M $>$ \&\_\-\_\-aspir\_\-crit)
+\begin{CompactList}\small\item\em Constructor. \item\end{CompactList}\item
+void {\bf operator()} (const {\bf EOT} \&\_\-\_\-old\_\-sol, {\bf EOT} \&\_\-\_\-new\_\-sol)
+\begin{CompactList}\small\item\em Procedure which lauches the exploration. \item\end{CompactList}\end{CompactItemize}
+\subsection*{Private Types}
+\begin{CompactItemize}
+\item
+typedef M::EOType {\bf EOT}\label{classmo_t_s_move_loop_expl_47f42225e2ed096374b818bdb848a527}
+
+\begin{CompactList}\small\item\em Alias for the type. \item\end{CompactList}\item
+typedef M::EOType::Fitness {\bf Fitness}\label{classmo_t_s_move_loop_expl_a1ba36c937b195ca2f7d1a24adaa7018}
+
+\begin{CompactList}\small\item\em Alias for the fitness. \item\end{CompactList}\end{CompactItemize}
+\subsection*{Private Attributes}
+\begin{CompactItemize}
+\item
+{\bf mo\-Move\-Init}$<$ M $>$ \& {\bf move\_\-init}\label{classmo_t_s_move_loop_expl_6b23f99648902fb72ed17a4a6fa4e400}
+
+\begin{CompactList}\small\item\em Move initialisation. \item\end{CompactList}\item
+{\bf mo\-Next\-Move}$<$ M $>$ \& {\bf next\_\-move}\label{classmo_t_s_move_loop_expl_aeeff6666d26ff5c67acd9c153a5ae49}
+
+\begin{CompactList}\small\item\em Neighborhood explorer. \item\end{CompactList}\item
+{\bf mo\-Move\-Incr\-Eval}$<$ M $>$ \& {\bf incr\_\-eval}\label{classmo_t_s_move_loop_expl_ee4443fc8e45d840697619678628c26c}
+
+\begin{CompactList}\small\item\em Efficient evaluation. \item\end{CompactList}\item
+{\bf mo\-Best\-Impr\-Select}$<$ M $>$ {\bf move\_\-select}\label{classmo_t_s_move_loop_expl_35a3f3035fb8df875c281d9838904bf1}
+
+\begin{CompactList}\small\item\em Move selector. \item\end{CompactList}\item
+{\bf mo\-Tabu\-List}$<$ M $>$ \& {\bf tabu\_\-list}\label{classmo_t_s_move_loop_expl_0e5988a940ba218e87c53b7e56d79790}
+
+\begin{CompactList}\small\item\em Tabu list. \item\end{CompactList}\item
+{\bf mo\-Aspir\-Crit}$<$ M $>$ \& {\bf aspir\_\-crit}\label{classmo_t_s_move_loop_expl_6786cf5422d17cbf872b07ae74ca6b0f}
+
+\begin{CompactList}\small\item\em Aspiration criterion. \item\end{CompactList}\end{CompactItemize}
+
+
+\subsection{Detailed Description}
+\subsubsection*{template$<$class M$>$ class mo\-TSMove\-Loop\-Expl$<$ M $>$}
+
+Explorer for a Tabu Search algorithm.
+
+It is used by a \doxyref{mo\-TS}{p.}{classmo_t_s}.
+
+
+
+Definition at line 30 of file mo\-TSMove\-Loop\-Expl.h.
+
+\subsection{Constructor \& Destructor Documentation}
+\index{moTSMoveLoopExpl@{mo\-TSMove\-Loop\-Expl}!moTSMoveLoopExpl@{moTSMoveLoopExpl}}
+\index{moTSMoveLoopExpl@{moTSMoveLoopExpl}!moTSMoveLoopExpl@{mo\-TSMove\-Loop\-Expl}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class M$>$ {\bf mo\-TSMove\-Loop\-Expl}$<$ M $>$::{\bf mo\-TSMove\-Loop\-Expl} ({\bf mo\-Move\-Init}$<$ M $>$ \& {\em \_\-\_\-move\_\-init}, {\bf mo\-Next\-Move}$<$ M $>$ \& {\em \_\-\_\-next\_\-move}, {\bf mo\-Move\-Incr\-Eval}$<$ M $>$ \& {\em \_\-\_\-incr\_\-eval}, {\bf mo\-Tabu\-List}$<$ M $>$ \& {\em \_\-\_\-tabu\_\-list}, {\bf mo\-Aspir\-Crit}$<$ M $>$ \& {\em \_\-\_\-aspir\_\-crit})\hspace{0.3cm}{\tt [inline]}}\label{classmo_t_s_move_loop_expl_43306dae9df150a8d9dc0dec9cd6a381}
+
+
+Constructor.
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-\_\-move\_\-init}]move initialisation \item[{\em \_\-\_\-next\_\-move}]neighborhood explorer \item[{\em \_\-\_\-incr\_\-eval}]efficient evaluation \item[{\em \_\-\_\-tabu\_\-list}]tabu list \item[{\em \_\-\_\-aspir\_\-crit}]aspiration criterion \end{description}
+\end{Desc}
+
+
+Definition at line 49 of file mo\-TSMove\-Loop\-Expl.h.
+
+References mo\-TSMove\-Loop\-Expl$<$ M $>$::aspir\_\-crit, and mo\-TSMove\-Loop\-Expl$<$ M $>$::tabu\_\-list.
+
+\subsection{Member Function Documentation}
+\index{moTSMoveLoopExpl@{mo\-TSMove\-Loop\-Expl}!operator()@{operator()}}
+\index{operator()@{operator()}!moTSMoveLoopExpl@{mo\-TSMove\-Loop\-Expl}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class M$>$ void {\bf mo\-TSMove\-Loop\-Expl}$<$ M $>$::operator() (const {\bf EOT} \& {\em \_\-\_\-old\_\-sol}, {\bf EOT} \& {\em \_\-\_\-new\_\-sol})\hspace{0.3cm}{\tt [inline]}}\label{classmo_t_s_move_loop_expl_f601bbd0ccc41d6fbe3df9fcd87ad9e7}
+
+
+Procedure which lauches the exploration.
+
+The exploration continues while the chosen move is not in the tabu list or the aspiration criterion is true. If these 2 conditions are not true, the exploration stops if the move selector update function returns false.
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-\_\-old\_\-sol}]the initial solution \item[{\em \_\-\_\-new\_\-sol}]the new solution \end{description}
+\end{Desc}
+
+
+Definition at line 69 of file mo\-TSMove\-Loop\-Expl.h.
+
+References mo\-TSMove\-Loop\-Expl$<$ M $>$::aspir\_\-crit, mo\-TSMove\-Loop\-Expl$<$ M $>$::incr\_\-eval, mo\-TSMove\-Loop\-Expl$<$ M $>$::move\_\-init, mo\-TSMove\-Loop\-Expl$<$ M $>$::move\_\-select, mo\-TSMove\-Loop\-Expl$<$ M $>$::next\_\-move, and mo\-TSMove\-Loop\-Expl$<$ M $>$::tabu\_\-list.
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+mo\-TSMove\-Loop\-Expl.h\end{CompactItemize}
diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/classmo_tabu_list.tex b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_tabu_list.tex
new file mode 100644
index 000000000..5341527b7
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/classmo_tabu_list.tex
@@ -0,0 +1,69 @@
+\section{mo\-Tabu\-List$<$ M $>$ Class Template Reference}
+\label{classmo_tabu_list}\index{moTabuList@{moTabuList}}
+Class describing a tabu list that a \doxyref{mo\-TS}{p.}{classmo_t_s} uses.
+
+
+{\tt \#include $<$mo\-Tabu\-List.h$>$}
+
+\subsection*{Public Types}
+\begin{CompactItemize}
+\item
+typedef M::EOType {\bf EOT}\label{classmo_tabu_list_e219715cc3fdd5626764bc50ce6357df}
+
+\begin{CompactList}\small\item\em Alias for the type. \item\end{CompactList}\end{CompactItemize}
+\subsection*{Public Member Functions}
+\begin{CompactItemize}
+\item
+virtual void {\bf add} (const M \&\_\-\_\-move, const {\bf EOT} \&\_\-\_\-sol)=0
+\begin{CompactList}\small\item\em Procedure to add a move in the tabu list. \item\end{CompactList}\item
+virtual void {\bf update} ()=0
+\begin{CompactList}\small\item\em Procedure that updates the tabu list content. \item\end{CompactList}\item
+virtual void {\bf init} ()=0
+\begin{CompactList}\small\item\em Procedure which initialises the tabu list. \item\end{CompactList}\end{CompactItemize}
+
+
+\subsection{Detailed Description}
+\subsubsection*{template$<$class M$>$ class mo\-Tabu\-List$<$ M $>$}
+
+Class describing a tabu list that a \doxyref{mo\-TS}{p.}{classmo_t_s} uses.
+
+It is only a description, does nothing... A new object that herits from this class has to be defined in order to be used in a \doxyref{mo\-TS}{p.}{classmo_t_s}.
+
+
+
+Definition at line 22 of file mo\-Tabu\-List.h.
+
+\subsection{Member Function Documentation}
+\index{moTabuList@{mo\-Tabu\-List}!add@{add}}
+\index{add@{add}!moTabuList@{mo\-Tabu\-List}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class M$>$ virtual void {\bf mo\-Tabu\-List}$<$ M $>$::add (const M \& {\em \_\-\_\-move}, const {\bf EOT} \& {\em \_\-\_\-sol})\hspace{0.3cm}{\tt [pure virtual]}}\label{classmo_tabu_list_d279d72cb486d812da1ad3d24a69c286}
+
+
+Procedure to add a move in the tabu list.
+
+The two parameters have not to be modified so they are constant parameters
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-\_\-move}]a new tabu move \item[{\em \_\-\_\-sol}]the solution associated to this move \end{description}
+\end{Desc}
+\index{moTabuList@{mo\-Tabu\-List}!update@{update}}
+\index{update@{update}!moTabuList@{mo\-Tabu\-List}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class M$>$ virtual void {\bf mo\-Tabu\-List}$<$ M $>$::update ()\hspace{0.3cm}{\tt [pure virtual]}}\label{classmo_tabu_list_a2e5d1132f064093c8ed57046405f5ca}
+
+
+Procedure that updates the tabu list content.
+
+Generally, a counter associated to each saved move is decreased by one. \index{moTabuList@{mo\-Tabu\-List}!init@{init}}
+\index{init@{init}!moTabuList@{mo\-Tabu\-List}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class M$>$ virtual void {\bf mo\-Tabu\-List}$<$ M $>$::init ()\hspace{0.3cm}{\tt [pure virtual]}}\label{classmo_tabu_list_0a06c459d56e8e2b408a8f3c6aec4e57}
+
+
+Procedure which initialises the tabu list.
+
+Can be useful if the data structure needs to be allocated before being used.
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+mo\-Tabu\-List.h\end{CompactItemize}
diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/doxygen.sty b/trunk/paradiseo-mo/tutorial/docs/latex/doxygen.sty
new file mode 100644
index 000000000..94f46e468
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/doxygen.sty
@@ -0,0 +1,78 @@
+\NeedsTeXFormat{LaTeX2e}
+\ProvidesPackage{doxygen}
+\RequirePackage{calc}
+\RequirePackage{array}
+\pagestyle{fancyplain}
+\newcommand{\clearemptydoublepage}{\newpage{\pagestyle{empty}\cleardoublepage}}
+\renewcommand{\chaptermark}[1]{\markboth{#1}{}}
+\renewcommand{\sectionmark}[1]{\markright{\thesection\ #1}}
+\lhead[\fancyplain{}{\bfseries\thepage}]
+ {\fancyplain{}{\bfseries\rightmark}}
+\rhead[\fancyplain{}{\bfseries\leftmark}]
+ {\fancyplain{}{\bfseries\thepage}}
+\rfoot[\fancyplain{}{\bfseries\scriptsize Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by Doxygen }]{}
+\lfoot[]{\fancyplain{}{\bfseries\scriptsize Generated on Mon Dec 18 15:12:36 2006 for PARADISEO-MO by Doxygen }}
+\cfoot{}
+\newenvironment{Code}
+{\footnotesize}
+{\normalsize}
+\newcommand{\doxyref}[3]{\textbf{#1} (\textnormal{#2}\,\pageref{#3})}
+\newenvironment{DocInclude}
+{\footnotesize}
+{\normalsize}
+\newenvironment{VerbInclude}
+{\footnotesize}
+{\normalsize}
+\newenvironment{Image}
+{\begin{figure}[H]}
+{\end{figure}}
+\newenvironment{ImageNoCaption}{}{}
+\newenvironment{CompactList}
+{\begin{list}{}{
+ \setlength{\leftmargin}{0.5cm}
+ \setlength{\itemsep}{0pt}
+ \setlength{\parsep}{0pt}
+ \setlength{\topsep}{0pt}
+ \renewcommand{\makelabel}{\hfill}}}
+{\end{list}}
+\newenvironment{CompactItemize}
+{
+ \begin{itemize}
+ \setlength{\itemsep}{-3pt}
+ \setlength{\parsep}{0pt}
+ \setlength{\topsep}{0pt}
+ \setlength{\partopsep}{0pt}
+}
+{\end{itemize}}
+\newcommand{\PBS}[1]{\let\temp=\\#1\let\\=\temp}
+\newlength{\tmplength}
+\newenvironment{TabularC}[1]
+{
+\setlength{\tmplength}
+ {\linewidth/(#1)-\tabcolsep*2-\arrayrulewidth*(#1+1)/(#1)}
+ \par\begin{tabular*}{\linewidth}
+ {*{#1}{|>{\PBS\raggedright\hspace{0pt}}p{\the\tmplength}}|}
+}
+{\end{tabular*}\par}
+\newcommand{\entrylabel}[1]{
+ {\parbox[b]{\labelwidth-4pt}{\makebox[0pt][l]{\textbf{#1}}\vspace{1.5\baselineskip}}}}
+\newenvironment{Desc}
+{\begin{list}{}
+ {
+ \settowidth{\labelwidth}{40pt}
+ \setlength{\leftmargin}{\labelwidth}
+ \setlength{\parsep}{0pt}
+ \setlength{\itemsep}{-4pt}
+ \renewcommand{\makelabel}{\entrylabel}
+ }
+}
+{\end{list}}
+\newenvironment{Indent}
+ {\begin{list}{}{\setlength{\leftmargin}{0.5cm}}
+ \item[]\ignorespaces}
+ {\unskip\end{list}}
+\setlength{\parindent}{0cm}
+\setlength{\parskip}{0.2cm}
+\addtocounter{secnumdepth}{1}
+\sloppy
+\usepackage[T1]{fontenc}
diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/hierarchy.tex b/trunk/paradiseo-mo/tutorial/docs/latex/hierarchy.tex
new file mode 100644
index 000000000..e9cef1278
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/hierarchy.tex
@@ -0,0 +1,48 @@
+\section{PARADISEO-MO Class Hierarchy}
+This inheritance list is sorted roughly, but not completely, alphabetically:\begin{CompactList}
+\item \contentsline{section}{Empty\-Selection}{\pageref{class_empty_selection}}{}
+\item \contentsline{section}{mo\-Algo$<$ EOT $>$}{\pageref{classmo_algo}}{}
+\item \contentsline{section}{mo\-Algo$<$ M::EOType $>$}{\pageref{classmo_algo}}{}
+\begin{CompactList}
+\item \contentsline{section}{mo\-HC$<$ M $>$}{\pageref{classmo_h_c}}{}
+\item \contentsline{section}{mo\-SA$<$ M $>$}{\pageref{classmo_s_a}}{}
+\item \contentsline{section}{mo\-TS$<$ M $>$}{\pageref{classmo_t_s}}{}
+\end{CompactList}
+\item \contentsline{section}{mo\-Aspir\-Crit$<$ M $>$}{\pageref{classmo_aspir_crit}}{}
+\begin{CompactList}
+\item \contentsline{section}{mo\-Impr\-Best\-Fit\-Aspir\-Crit$<$ M $>$}{\pageref{classmo_impr_best_fit_aspir_crit}}{}
+\item \contentsline{section}{mo\-No\-Aspir\-Crit$<$ M $>$}{\pageref{classmo_no_aspir_crit}}{}
+\end{CompactList}
+\item \contentsline{section}{mo\-Cool\-Sched}{\pageref{classmo_cool_sched}}{}
+\begin{CompactList}
+\item \contentsline{section}{mo\-Easy\-Cool\-Sched}{\pageref{classmo_easy_cool_sched}}{}
+\end{CompactList}
+\item \contentsline{section}{mo\-LSCheck\-Point$<$ M $>$}{\pageref{classmo_l_s_check_point}}{}
+\item \contentsline{section}{mo\-Move$<$ EOT $>$}{\pageref{classmo_move}}{}
+\item \contentsline{section}{mo\-Move\-Expl$<$ M $>$}{\pageref{classmo_move_expl}}{}
+\begin{CompactList}
+\item \contentsline{section}{mo\-Move\-Loop\-Expl$<$ M $>$}{\pageref{classmo_move_loop_expl}}{}
+\begin{CompactList}
+\item \contentsline{section}{mo\-HCMove\-Loop\-Expl$<$ M $>$}{\pageref{classmo_h_c_move_loop_expl}}{}
+\item \contentsline{section}{mo\-TSMove\-Loop\-Expl$<$ M $>$}{\pageref{classmo_t_s_move_loop_expl}}{}
+\end{CompactList}
+\end{CompactList}
+\item \contentsline{section}{mo\-Move\-Incr\-Eval$<$ M $>$}{\pageref{classmo_move_incr_eval}}{}
+\item \contentsline{section}{mo\-Move\-Init$<$ M $>$}{\pageref{classmo_move_init}}{}
+\item \contentsline{section}{mo\-Move\-Select$<$ M $>$}{\pageref{classmo_move_select}}{}
+\begin{CompactList}
+\item \contentsline{section}{mo\-Best\-Impr\-Select$<$ M $>$}{\pageref{classmo_best_impr_select}}{}
+\item \contentsline{section}{mo\-First\-Impr\-Select$<$ M $>$}{\pageref{classmo_first_impr_select}}{}
+\item \contentsline{section}{mo\-Rand\-Impr\-Select$<$ M $>$}{\pageref{classmo_rand_impr_select}}{}
+\end{CompactList}
+\item \contentsline{section}{mo\-Next\-Move$<$ M $>$}{\pageref{classmo_next_move}}{}
+\begin{CompactList}
+\item \contentsline{section}{mo\-It\-Rand\-Next\-Move$<$ M $>$}{\pageref{classmo_it_rand_next_move}}{}
+\end{CompactList}
+\item \contentsline{section}{mo\-Rand\-Move$<$ M $>$}{\pageref{classmo_rand_move}}{}
+\item \contentsline{section}{mo\-Sol\-Continue$<$ EOT $>$}{\pageref{classmo_sol_continue}}{}
+\begin{CompactList}
+\item \contentsline{section}{mo\-Gen\-Sol\-Continue$<$ EOT $>$}{\pageref{classmo_gen_sol_continue}}{}
+\end{CompactList}
+\item \contentsline{section}{mo\-Tabu\-List$<$ M $>$}{\pageref{classmo_tabu_list}}{}
+\end{CompactList}
diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/main.tex b/trunk/paradiseo-mo/tutorial/docs/latex/main.tex
new file mode 100644
index 000000000..3ce1b6114
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/main.tex
@@ -0,0 +1,5 @@
+\section{Introduction}\label{main_intro}
+MO is an extension of the ANSI-C++ compliant evolutionary computation library EO. \par
+ It contains classes for almost any kind of one solution based heuristics.\section{Tutorial}\label{main_tutorial}
+\section{Installation}\label{main_install}
+The installation procedure of the package is detailed in the {\tt README} file in the top-directory of the source-tree.\section{Overall Design}\label{main_design}
diff --git a/trunk/paradiseo-mo/tutorial/docs/latex/refman.tex b/trunk/paradiseo-mo/tutorial/docs/latex/refman.tex
new file mode 100644
index 000000000..bcb07df38
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/latex/refman.tex
@@ -0,0 +1,66 @@
+\documentclass[a4paper]{book}
+\usepackage{a4wide}
+\usepackage{makeidx}
+\usepackage{fancyhdr}
+\usepackage{graphicx}
+\usepackage{multicol}
+\usepackage{float}
+\usepackage{textcomp}
+\usepackage{alltt}
+\usepackage{doxygen}
+\makeindex
+\setcounter{tocdepth}{1}
+\renewcommand{\footrulewidth}{0.4pt}
+\begin{document}
+\begin{titlepage}
+\vspace*{7cm}
+\begin{center}
+{\Large PARADISEO-MO Reference Manual\\[1ex]\large 0.1 }\\
+\vspace*{1cm}
+{\large Generated by Doxygen 1.5.1}\\
+\vspace*{0.5cm}
+{\small Mon Dec 18 15:12:36 2006}\\
+\end{center}
+\end{titlepage}
+\clearemptydoublepage
+\pagenumbering{roman}
+\tableofcontents
+\clearemptydoublepage
+\pagenumbering{arabic}
+\chapter{Welcome to PARADISEO-Moving Objects }
+\label{index}\input{main}
+\chapter{PARADISEO-MO Hierarchical Index}
+\input{hierarchy}
+\chapter{PARADISEO-MO Class Index}
+\input{annotated}
+\chapter{PARADISEO-MO Class Documentation}
+\input{class_empty_selection}
+\include{classmo_algo}
+\include{classmo_aspir_crit}
+\include{classmo_best_impr_select}
+\include{classmo_cool_sched}
+\include{classmo_easy_cool_sched}
+\include{classmo_first_impr_select}
+\include{classmo_gen_sol_continue}
+\include{classmo_h_c}
+\include{classmo_h_c_move_loop_expl}
+\include{classmo_impr_best_fit_aspir_crit}
+\include{classmo_it_rand_next_move}
+\include{classmo_l_s_check_point}
+\include{classmo_move}
+\include{classmo_move_expl}
+\include{classmo_move_incr_eval}
+\include{classmo_move_init}
+\include{classmo_move_loop_expl}
+\include{classmo_move_select}
+\include{classmo_next_move}
+\include{classmo_no_aspir_crit}
+\include{classmo_rand_impr_select}
+\include{classmo_rand_move}
+\include{classmo_s_a}
+\include{classmo_sol_continue}
+\include{classmo_tabu_list}
+\include{classmo_t_s}
+\include{classmo_t_s_move_loop_expl}
+\printindex
+\end{document}
diff --git a/trunk/paradiseo-mo/tutorial/docs/man/man3/EmptySelection.3 b/trunk/paradiseo-mo/tutorial/docs/man/man3/EmptySelection.3
new file mode 100644
index 000000000..726462db3
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/man/man3/EmptySelection.3
@@ -0,0 +1,23 @@
+.TH "EmptySelection" 3 "18 Dec 2006" "Version 0.1" "PARADISEO-MO" \" -*- nroff -*-
+.ad l
+.nh
+.SH NAME
+EmptySelection \- Special class that describes the case of no selection.
+
+.PP
+.SH SYNOPSIS
+.br
+.PP
+\fC#include \fP
+.PP
+.SH "Detailed Description"
+.PP
+Special class that describes the case of no selection.
+
+This class is used as an exception that can be thrown if a solution selector has completly failed.
+.PP
+Definition at line 21 of file moMoveSelect.h.
+
+.SH "Author"
+.PP
+Generated automatically by Doxygen for PARADISEO-MO from the source code.
diff --git a/trunk/paradiseo-mo/tutorial/docs/man/man3/moAlgo.3 b/trunk/paradiseo-mo/tutorial/docs/man/man3/moAlgo.3
new file mode 100644
index 000000000..173c15672
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/man/man3/moAlgo.3
@@ -0,0 +1,25 @@
+.TH "moAlgo" 3 "18 Dec 2006" "Version 0.1" "PARADISEO-MO" \" -*- nroff -*-
+.ad l
+.nh
+.SH NAME
+moAlgo \- Description of an algorithm of the mo library.
+
+.PP
+.SH SYNOPSIS
+.br
+.PP
+\fC#include \fP
+.PP
+.SH "Detailed Description"
+.PP
+
+.SS "template class moAlgo< EOT >"
+Description of an algorithm of the mo library.
+
+\fBmoHC\fP, \fBmoTS\fP and \fBmoSA\fP are 3 examples of algorithm of the mo library.
+.PP
+Definition at line 21 of file moAlgo.h.
+
+.SH "Author"
+.PP
+Generated automatically by Doxygen for PARADISEO-MO from the source code.
diff --git a/trunk/paradiseo-mo/tutorial/docs/man/man3/moAspirCrit.3 b/trunk/paradiseo-mo/tutorial/docs/man/man3/moAspirCrit.3
new file mode 100644
index 000000000..d81e22783
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/man/man3/moAspirCrit.3
@@ -0,0 +1,44 @@
+.TH "moAspirCrit" 3 "18 Dec 2006" "Version 0.1" "PARADISEO-MO" \" -*- nroff -*-
+.ad l
+.nh
+.SH NAME
+moAspirCrit \- Description of the conditions in which a tabu move could be accepted.
+
+.PP
+.SH SYNOPSIS
+.br
+.PP
+\fC#include \fP
+.PP
+Inherited by \fBmoImprBestFitAspirCrit< M >\fP, and \fBmoNoAspirCrit< M >\fP.
+.PP
+.SS "Public Member Functions"
+
+.in +1c
+.ti -1c
+.RI "virtual void \fBinit\fP ()=0"
+.br
+.RI "\fIProcedure which initialises all that needs a aspiration criterion. \fP"
+.in -1c
+.SH "Detailed Description"
+.PP
+
+.SS "template class moAspirCrit< M >"
+Description of the conditions in which a tabu move could be accepted.
+
+It is only a description... An object that herits from this class is needed to be used in a \fBmoTS\fP. See moNoAspriCrit for example.
+.PP
+Definition at line 22 of file moAspirCrit.h.
+.SH "Member Function Documentation"
+.PP
+.SS "template virtual void \fBmoAspirCrit\fP< M >::init ()\fC [pure virtual]\fP"
+.PP
+Procedure which initialises all that needs a aspiration criterion.
+.PP
+It can be possible that this procedure do nothing...
+.PP
+Implemented in \fBmoImprBestFitAspirCrit< M >\fP, and \fBmoNoAspirCrit< M >\fP.
+
+.SH "Author"
+.PP
+Generated automatically by Doxygen for PARADISEO-MO from the source code.
diff --git a/trunk/paradiseo-mo/tutorial/docs/man/man3/moBestImprSelect.3 b/trunk/paradiseo-mo/tutorial/docs/man/man3/moBestImprSelect.3
new file mode 100644
index 000000000..3dc5272f0
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/man/man3/moBestImprSelect.3
@@ -0,0 +1,115 @@
+.TH "moBestImprSelect" 3 "18 Dec 2006" "Version 0.1" "PARADISEO-MO" \" -*- nroff -*-
+.ad l
+.nh
+.SH NAME
+moBestImprSelect \- One of the possible \fBmoMoveSelect\fP.
+
+.PP
+.SH SYNOPSIS
+.br
+.PP
+\fC#include \fP
+.PP
+Inherits \fBmoMoveSelect< M >< M >\fP.
+.PP
+.SS "Public Types"
+
+.in +1c
+.ti -1c
+.RI "typedef M::EOType::Fitness \fBFitness\fP"
+.br
+.RI "\fIAlias for the fitness. \fP"
+.in -1c
+.SS "Public Member Functions"
+
+.in +1c
+.ti -1c
+.RI "void \fBinit\fP (const \fBFitness\fP &__fit)"
+.br
+.RI "\fIProcedure which initialise the exploration. \fP"
+.ti -1c
+.RI "bool \fBupdate\fP (const M &__move, const \fBFitness\fP &__fit)"
+.br
+.RI "\fIFunction that indicates if the current move has not improved the fitness. \fP"
+.ti -1c
+.RI "void \fBoperator()\fP (M &__move, \fBFitness\fP &__fit) throw (EmptySelection)"
+.br
+.RI "\fIProcedure which saved the best move and fitness. \fP"
+.in -1c
+.SS "Private Attributes"
+
+.in +1c
+.ti -1c
+.RI "bool \fBfirst_time\fP"
+.br
+.RI "\fIAllowing to know if at least one move has been generated. \fP"
+.ti -1c
+.RI "M \fBbest_move\fP"
+.br
+.RI "\fIThe best move. \fP"
+.ti -1c
+.RI "\fBFitness\fP \fBbest_fit\fP"
+.br
+.RI "\fIThe best fitness. \fP"
+.in -1c
+.SH "Detailed Description"
+.PP
+
+.SS "template class moBestImprSelect< M >"
+One of the possible \fBmoMoveSelect\fP.
+
+All neighbors are considered, and the movement which enables the best improvement is selected.
+.PP
+Definition at line 22 of file moBestImprSelect.h.
+.SH "Member Function Documentation"
+.PP
+.SS "template bool \fBmoBestImprSelect\fP< M >::update (const M & __move, const \fBFitness\fP & __fit)\fC [inline, virtual]\fP"
+.PP
+Function that indicates if the current move has not improved the fitness.
+.PP
+If the given fitness enables an improvment, the move (\fBmoMove\fP) and the fitness linked to this move are saved.
+.PP
+\fBParameters:\fP
+.RS 4
+\fI__move\fP a move.
+.br
+\fI__fit\fP a fitness linked to the move.
+.RE
+.PP
+\fBReturns:\fP
+.RS 4
+TRUE if the move does not improve the fitness.
+.RE
+.PP
+
+.PP
+Implements \fBmoMoveSelect< M >\fP.
+.PP
+Definition at line 47 of file moBestImprSelect.h.
+.PP
+References moBestImprSelect< M >::best_fit, moBestImprSelect< M >::best_move, and moBestImprSelect< M >::first_time.
+.SS "template void \fBmoBestImprSelect\fP< M >::operator() (M & __move, \fBFitness\fP & __fit) throw (\fBEmptySelection\fP)\fC [inline]\fP"
+.PP
+Procedure which saved the best move and fitness.
+.PP
+\fBParameters:\fP
+.RS 4
+\fI__move\fP the current move (result of the procedure).
+.br
+\fI__fit\fP the current fitness (result of the procedure).
+.RE
+.PP
+\fBExceptions:\fP
+.RS 4
+\fI\fBEmptySelection\fP\fP if no move has improved the fitness.
+.RE
+.PP
+
+.PP
+Definition at line 68 of file moBestImprSelect.h.
+.PP
+References moBestImprSelect< M >::best_fit, moBestImprSelect< M >::best_move, and moBestImprSelect< M >::first_time.
+
+.SH "Author"
+.PP
+Generated automatically by Doxygen for PARADISEO-MO from the source code.
diff --git a/trunk/paradiseo-mo/tutorial/docs/man/man3/moCoolSched.3 b/trunk/paradiseo-mo/tutorial/docs/man/man3/moCoolSched.3
new file mode 100644
index 000000000..2964b2b5b
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/man/man3/moCoolSched.3
@@ -0,0 +1,25 @@
+.TH "moCoolSched" 3 "18 Dec 2006" "Version 0.1" "PARADISEO-MO" \" -*- nroff -*-
+.ad l
+.nh
+.SH NAME
+moCoolSched \- This class gives the description of a cooling schedule.
+
+.PP
+.SH SYNOPSIS
+.br
+.PP
+\fC#include \fP
+.PP
+Inherited by \fBmoEasyCoolSched\fP.
+.PP
+.SH "Detailed Description"
+.PP
+This class gives the description of a cooling schedule.
+
+It is only a description... An object that herits from this class is needed to be used in a \fBmoSA\fP. See \fBmoEasyCoolSched\fP for example.
+.PP
+Definition at line 22 of file moCoolSched.h.
+
+.SH "Author"
+.PP
+Generated automatically by Doxygen for PARADISEO-MO from the source code.
diff --git a/trunk/paradiseo-mo/tutorial/docs/man/man3/moEasyCoolSched.3 b/trunk/paradiseo-mo/tutorial/docs/man/man3/moEasyCoolSched.3
new file mode 100644
index 000000000..98feaefe6
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/man/man3/moEasyCoolSched.3
@@ -0,0 +1,88 @@
+.TH "moEasyCoolSched" 3 "18 Dec 2006" "Version 0.1" "PARADISEO-MO" \" -*- nroff -*-
+.ad l
+.nh
+.SH NAME
+moEasyCoolSched \- One of the possible \fBmoCoolSched\fP.
+
+.PP
+.SH SYNOPSIS
+.br
+.PP
+\fC#include \fP
+.PP
+Inherits \fBmoCoolSched\fP.
+.PP
+.SS "Public Member Functions"
+
+.in +1c
+.ti -1c
+.RI "\fBmoEasyCoolSched\fP (double __threshold, double __ratio)"
+.br
+.RI "\fISimple constructor. \fP"
+.ti -1c
+.RI "bool \fBoperator()\fP (double &__temp)"
+.br
+.RI "\fIFunction which proceeds to the cooling. \fP"
+.in -1c
+.SS "Private Attributes"
+
+.in +1c
+.ti -1c
+.RI "double \fBthreshold\fP"
+.br
+.RI "\fIThe temperature threhold. \fP"
+.ti -1c
+.RI "double \fBratio\fP"
+.br
+.RI "\fIThe decreasing factor of the temperature. \fP"
+.in -1c
+.SH "Detailed Description"
+.PP
+One of the possible \fBmoCoolSched\fP.
+
+The simpliest, the temperature decrease according to a ratio until it greater than a threshold.
+.PP
+Definition at line 22 of file moEasyCoolSched.h.
+.SH "Constructor & Destructor Documentation"
+.PP
+.SS "moEasyCoolSched::moEasyCoolSched (double __threshold, double __ratio)\fC [inline]\fP"
+.PP
+Simple constructor.
+.PP
+\fBParameters:\fP
+.RS 4
+\fI__threshold\fP the threshold.
+.br
+\fI__ratio\fP the ratio used to descrease the temperature.
+.RE
+.PP
+
+.PP
+Definition at line 31 of file moEasyCoolSched.h.
+.SH "Member Function Documentation"
+.PP
+.SS "bool moEasyCoolSched::operator() (double & __temp)\fC [inline]\fP"
+.PP
+Function which proceeds to the cooling.
+.PP
+Decrease the temperature and indicates if it is greater than the threshold.
+.PP
+\fBParameters:\fP
+.RS 4
+\fI__temp\fP the current temperature.
+.RE
+.PP
+\fBReturns:\fP
+.RS 4
+if the new temperature (current temperature * ratio) is greater than the threshold.
+.RE
+.PP
+
+.PP
+Definition at line 44 of file moEasyCoolSched.h.
+.PP
+References ratio, and threshold.
+
+.SH "Author"
+.PP
+Generated automatically by Doxygen for PARADISEO-MO from the source code.
diff --git a/trunk/paradiseo-mo/tutorial/docs/man/man3/moFirstImprSelect.3 b/trunk/paradiseo-mo/tutorial/docs/man/man3/moFirstImprSelect.3
new file mode 100644
index 000000000..34ff0fa09
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/man/man3/moFirstImprSelect.3
@@ -0,0 +1,128 @@
+.TH "moFirstImprSelect" 3 "18 Dec 2006" "Version 0.1" "PARADISEO-MO" \" -*- nroff -*-
+.ad l
+.nh
+.SH NAME
+moFirstImprSelect \- One possible \fBmoMoveSelect\fP.
+
+.PP
+.SH SYNOPSIS
+.br
+.PP
+\fC#include \fP
+.PP
+Inherits \fBmoMoveSelect< M >< M >\fP.
+.PP
+.SS "Public Types"
+
+.in +1c
+.ti -1c
+.RI "typedef M::EOType::Fitness \fBFitness\fP"
+.br
+.RI "\fIAlias for the fitness. \fP"
+.in -1c
+.SS "Public Member Functions"
+
+.in +1c
+.ti -1c
+.RI "virtual void \fBinit\fP (const \fBFitness\fP &__fit)"
+.br
+.RI "\fIProcedure which initialise the exploration. \fP"
+.ti -1c
+.RI "bool \fBupdate\fP (const M &__move, const typename M::EOType::Fitness &__fit)"
+.br
+.RI "\fIFunction that indicates if the current move has not improved the fitness. \fP"
+.ti -1c
+.RI "void \fBoperator()\fP (M &__move, \fBFitness\fP &__fit) throw (EmptySelection)"
+.br
+.RI "\fIProcedure which saved the best move and fitness. \fP"
+.in -1c
+.SS "Private Attributes"
+
+.in +1c
+.ti -1c
+.RI "bool \fBvalid\fP"
+.br
+.RI "\fIAllow to know if at least one move has improved the solution. \fP"
+.ti -1c
+.RI "M \fBbest_move\fP"
+.br
+.RI "\fIBest stored movement. \fP"
+.ti -1c
+.RI "\fBFitness\fP \fBinit_fit\fP"
+.br
+.RI "\fIInitial fitness. \fP"
+.ti -1c
+.RI "\fBFitness\fP \fBbest_fit\fP"
+.br
+.RI "\fIBest stored fitness. \fP"
+.in -1c
+.SH "Detailed Description"
+.PP
+
+.SS "template class moFirstImprSelect< M >"
+One possible \fBmoMoveSelect\fP.
+
+The neighborhood is explored until a move enables an improvment of the current solution.
+.PP
+Definition at line 23 of file moFirstImprSelect.h.
+.SH "Member Function Documentation"
+.PP
+.SS "template virtual void \fBmoFirstImprSelect\fP< M >::init (const \fBFitness\fP & __fit)\fC [inline, virtual]\fP"
+.PP
+Procedure which initialise the exploration.
+.PP
+It save the current fitness as the initial value for the fitness.
+.PP
+Implements \fBmoMoveSelect< M >\fP.
+.PP
+Definition at line 35 of file moFirstImprSelect.h.
+.PP
+References moFirstImprSelect< M >::init_fit, and moFirstImprSelect< M >::valid.
+.SS "template bool \fBmoFirstImprSelect\fP< M >::update (const M & __move, const typename M::EOType::Fitness & __fit)\fC [inline]\fP"
+.PP
+Function that indicates if the current move has not improved the fitness.
+.PP
+If the given fitness enables an improvment, the move (\fBmoMove\fP) should be applied to the current solution.
+.PP
+\fBParameters:\fP
+.RS 4
+\fI__move\fP a move.
+.br
+\fI__fit\fP a fitness linked to the move.
+.RE
+.PP
+\fBReturns:\fP
+.RS 4
+TRUE if the move does not improve the fitness.
+.RE
+.PP
+
+.PP
+Definition at line 52 of file moFirstImprSelect.h.
+.PP
+References moFirstImprSelect< M >::best_fit, moFirstImprSelect< M >::best_move, moFirstImprSelect< M >::init_fit, and moFirstImprSelect< M >::valid.
+.SS "template void \fBmoFirstImprSelect\fP< M >::operator() (M & __move, \fBFitness\fP & __fit) throw (\fBEmptySelection\fP)\fC [inline]\fP"
+.PP
+Procedure which saved the best move and fitness.
+.PP
+\fBParameters:\fP
+.RS 4
+\fI__move\fP the current move (result of the procedure).
+.br
+\fI__fit\fP the current fitness (result of the procedure).
+.RE
+.PP
+\fBExceptions:\fP
+.RS 4
+\fI\fBEmptySelection\fP\fP if no move has improved the fitness.
+.RE
+.PP
+
+.PP
+Definition at line 76 of file moFirstImprSelect.h.
+.PP
+References moFirstImprSelect< M >::best_fit, moFirstImprSelect< M >::best_move, and moFirstImprSelect< M >::valid.
+
+.SH "Author"
+.PP
+Generated automatically by Doxygen for PARADISEO-MO from the source code.
diff --git a/trunk/paradiseo-mo/tutorial/docs/man/man3/moGenSolContinue.3 b/trunk/paradiseo-mo/tutorial/docs/man/man3/moGenSolContinue.3
new file mode 100644
index 000000000..1fa2a536a
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/man/man3/moGenSolContinue.3
@@ -0,0 +1,103 @@
+.TH "moGenSolContinue" 3 "18 Dec 2006" "Version 0.1" "PARADISEO-MO" \" -*- nroff -*-
+.ad l
+.nh
+.SH NAME
+moGenSolContinue \- One possible stop criterion for a solution-based heuristic.
+
+.PP
+.SH SYNOPSIS
+.br
+.PP
+\fC#include \fP
+.PP
+Inherits \fBmoSolContinue< EOT >< EOT >\fP.
+.PP
+.SS "Public Member Functions"
+
+.in +1c
+.ti -1c
+.RI "\fBmoGenSolContinue\fP (unsigned __maxNumGen)"
+.br
+.RI "\fISimple constructor. \fP"
+.ti -1c
+.RI "bool \fBoperator()\fP (const EOT &__sol)"
+.br
+.RI "\fIFunction that activates the stop criterion. \fP"
+.ti -1c
+.RI "void \fBinit\fP ()"
+.br
+.RI "\fIProcedure which allows to initialise the generation counter. \fP"
+.in -1c
+.SS "Private Attributes"
+
+.in +1c
+.ti -1c
+.RI "unsigned \fBmaxNumGen\fP"
+.br
+.RI "\fIIteration maximum number. \fP"
+.ti -1c
+.RI "unsigned \fBnumGen\fP"
+.br
+.RI "\fIIteration current number. \fP"
+.in -1c
+.SH "Detailed Description"
+.PP
+
+.SS "template class moGenSolContinue< EOT >"
+One possible stop criterion for a solution-based heuristic.
+
+The stop criterion corresponds to a maximum number of iteration.
+.PP
+Definition at line 21 of file moGenSolContinue.h.
+.SH "Constructor & Destructor Documentation"
+.PP
+.SS "template \fBmoGenSolContinue\fP< EOT >::\fBmoGenSolContinue\fP (unsigned __maxNumGen)\fC [inline]\fP"
+.PP
+Simple constructor.
+.PP
+\fBParameters:\fP
+.RS 4
+\fI__maxNumGen\fP the maximum number of generation.
+.RE
+.PP
+
+.PP
+Definition at line 30 of file moGenSolContinue.h.
+.SH "Member Function Documentation"
+.PP
+.SS "template bool \fBmoGenSolContinue\fP< EOT >::operator() (const EOT & __sol)\fC [inline]\fP"
+.PP
+Function that activates the stop criterion.
+.PP
+Increments the counter and returns TRUE if the current number of iteration is lower than the given maximum number of iterations.
+.PP
+\fBParameters:\fP
+.RS 4
+\fI__sol\fP the current solution.
+.RE
+.PP
+\fBReturns:\fP
+.RS 4
+TRUE or FALSE according to the current generation number.
+.RE
+.PP
+
+.PP
+Definition at line 44 of file moGenSolContinue.h.
+.PP
+References moGenSolContinue< EOT >::maxNumGen, and moGenSolContinue< EOT >::numGen.
+.SS "template void \fBmoGenSolContinue\fP< EOT >::init ()\fC [inline, virtual]\fP"
+.PP
+Procedure which allows to initialise the generation counter.
+.PP
+It can also be used to reset the iteration counter.
+.PP
+Implements \fBmoSolContinue< EOT >\fP.
+.PP
+Definition at line 54 of file moGenSolContinue.h.
+.PP
+References moGenSolContinue< EOT >::numGen.
+
+.SH "Author"
+.PP
+Generated automatically by Doxygen for PARADISEO-MO from the source code.
diff --git a/trunk/paradiseo-mo/tutorial/docs/man/man3/moHC.3 b/trunk/paradiseo-mo/tutorial/docs/man/man3/moHC.3
new file mode 100644
index 000000000..d8c42bfdb
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/man/man3/moHC.3
@@ -0,0 +1,130 @@
+.TH "moHC" 3 "18 Dec 2006" "Version 0.1" "PARADISEO-MO" \" -*- nroff -*-
+.ad l
+.nh
+.SH NAME
+moHC \- Hill Climbing (HC).
+
+.PP
+.SH SYNOPSIS
+.br
+.PP
+\fC#include \fP
+.PP
+Inherits \fBmoAlgo< M::EOType >\fP.
+.PP
+.SS "Public Member Functions"
+
+.in +1c
+.ti -1c
+.RI "\fBmoHC\fP (\fBmoMoveInit\fP< M > &__move_init, \fBmoNextMove\fP< M > &__next_move, \fBmoMoveIncrEval\fP< M > &__incr_eval, \fBmoMoveSelect\fP< M > &__move_select, eoEvalFunc< \fBEOT\fP > &__full_eval)"
+.br
+.RI "\fIFull constructor. \fP"
+.ti -1c
+.RI "\fBmoHC\fP (\fBmoMoveExpl\fP< M > &__move_expl, eoEvalFunc< \fBEOT\fP > &__full_eval)"
+.br
+.RI "\fILight constructor. \fP"
+.ti -1c
+.RI "bool \fBoperator()\fP (\fBEOT\fP &__sol)"
+.br
+.RI "\fIFunction which launches the HC. \fP"
+.in -1c
+.SS "Private Types"
+
+.in +1c
+.ti -1c
+.RI "typedef M::EOType \fBEOT\fP"
+.br
+.RI "\fIAlias for the type. \fP"
+.ti -1c
+.RI "typedef EOT::Fitness \fBFitness\fP"
+.br
+.RI "\fIAlias for the fitness. \fP"
+.in -1c
+.SS "Private Attributes"
+
+.in +1c
+.ti -1c
+.RI "\fBmoMoveExpl\fP< M > & \fBmove_expl\fP"
+.br
+.RI "\fIComplete exploration of the neighborhood. \fP"
+.ti -1c
+.RI "eoEvalFunc< \fBEOT\fP > & \fBfull_eval\fP"
+.br
+.RI "\fIA full evaluation function. \fP"
+.in -1c
+.SH "Detailed Description"
+.PP
+
+.SS "template class moHC< M >"
+Hill Climbing (HC).
+
+Class which describes the algorithm for a hill climbing.
+.PP
+Definition at line 26 of file moHC.h.
+.SH "Constructor & Destructor Documentation"
+.PP
+.SS "template \fBmoHC\fP< M >::\fBmoHC\fP (\fBmoMoveInit\fP< M > & __move_init, \fBmoNextMove\fP< M > & __next_move, \fBmoMoveIncrEval\fP< M > & __incr_eval, \fBmoMoveSelect\fP< M > & __move_select, eoEvalFunc< \fBEOT\fP > & __full_eval)\fC [inline]\fP"
+.PP
+Full constructor.
+.PP
+All the boxes are given in order the HC to use a \fBmoHCMoveLoopExpl\fP.
+.PP
+\fBParameters:\fP
+.RS 4
+\fI__move_init\fP a move initialiser.
+.br
+\fI__next_move\fP a neighborhood explorer.
+.br
+\fI__incr_eval\fP a (generally) efficient evaluation function.
+.br
+\fI__move_select\fP a move selector.
+.br
+\fI__full_eval\fP a full evaluation function.
+.RE
+.PP
+
+.PP
+Definition at line 53 of file moHC.h.
+.SS "template \fBmoHC\fP< M >::\fBmoHC\fP (\fBmoMoveExpl\fP< M > & __move_expl, eoEvalFunc< \fBEOT\fP > & __full_eval)\fC [inline]\fP"
+.PP
+Light constructor.
+.PP
+This constructor allow to use another \fBmoMoveExpl\fP (generally not a \fBmoHCMoveLoopExpl\fP).
+.PP
+\fBParameters:\fP
+.RS 4
+\fI__move_expl\fP a complete explorer.
+.br
+\fI__full_eval\fP a full evaluation function.
+.RE
+.PP
+
+.PP
+Definition at line 67 of file moHC.h.
+.SH "Member Function Documentation"
+.PP
+.SS "template bool \fBmoHC\fP< M >::operator() (\fBEOT\fP & __sol)\fC [inline]\fP"
+.PP
+Function which launches the HC.
+.PP
+The HC has to improve a current solution. As the \fBmoSA\fP and the mo TS, it can be used for HYBRIDATION in an evolutionnary algorithm.
+.PP
+\fBParameters:\fP
+.RS 4
+\fI__sol\fP a current solution to improve.
+.RE
+.PP
+\fBReturns:\fP
+.RS 4
+TRUE.
+.RE
+.PP
+
+.PP
+Definition at line 82 of file moHC.h.
+.PP
+References moHC< M >::full_eval, and moHC< M >::move_expl.
+
+.SH "Author"
+.PP
+Generated automatically by Doxygen for PARADISEO-MO from the source code.
diff --git a/trunk/paradiseo-mo/tutorial/docs/man/man3/moHCMoveLoopExpl.3 b/trunk/paradiseo-mo/tutorial/docs/man/man3/moHCMoveLoopExpl.3
new file mode 100644
index 000000000..ee0c18b89
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/man/man3/moHCMoveLoopExpl.3
@@ -0,0 +1,111 @@
+.TH "moHCMoveLoopExpl" 3 "18 Dec 2006" "Version 0.1" "PARADISEO-MO" \" -*- nroff -*-
+.ad l
+.nh
+.SH NAME
+moHCMoveLoopExpl \- Iterative explorer used by a \fBmoHC\fP.
+
+.PP
+.SH SYNOPSIS
+.br
+.PP
+\fC#include \fP
+.PP
+Inherits \fBmoMoveLoopExpl< M >< M >\fP.
+.PP
+.SS "Public Member Functions"
+
+.in +1c
+.ti -1c
+.RI "\fBmoHCMoveLoopExpl\fP (\fBmoMoveInit\fP< M > &__move_init, \fBmoNextMove\fP< M > &__next_move, \fBmoMoveIncrEval\fP< M > &__incr_eval, \fBmoMoveSelect\fP< M > &__move_select)"
+.br
+.RI "\fIConstructor. \fP"
+.ti -1c
+.RI "void \fBoperator()\fP (const \fBEOT\fP &__old_sol, \fBEOT\fP &__new_sol)"
+.br
+.RI "\fIProcedure which launches the explorer. \fP"
+.in -1c
+.SS "Private Types"
+
+.in +1c
+.ti -1c
+.RI "typedef M::EOType \fBEOT\fP"
+.br
+.RI "\fIAlias for the type. \fP"
+.ti -1c
+.RI "typedef M::EOType::Fitness \fBFitness\fP"
+.br
+.RI "\fIAlias for the fitness. \fP"
+.in -1c
+.SS "Private Attributes"
+
+.in +1c
+.ti -1c
+.RI "\fBmoMoveInit\fP< M > & \fBmove_init\fP"
+.br
+.RI "\fIMove initialiser. \fP"
+.ti -1c
+.RI "\fBmoNextMove\fP< M > & \fBnext_move\fP"
+.br
+.RI "\fINeighborhood explorer. \fP"
+.ti -1c
+.RI "\fBmoMoveIncrEval\fP< M > & \fBincr_eval\fP"
+.br
+.RI "\fI(generally) Efficient evaluation. \fP"
+.ti -1c
+.RI "\fBmoMoveSelect\fP< M > & \fBmove_select\fP"
+.br
+.RI "\fIMove selector. \fP"
+.in -1c
+.SH "Detailed Description"
+.PP
+
+.SS "template class moHCMoveLoopExpl< M >"
+Iterative explorer used by a \fBmoHC\fP.
+.PP
+Definition at line 23 of file moHCMoveLoopExpl.h.
+.SH "Constructor & Destructor Documentation"
+.PP
+.SS "template \fBmoHCMoveLoopExpl\fP< M >::\fBmoHCMoveLoopExpl\fP (\fBmoMoveInit\fP< M > & __move_init, \fBmoNextMove\fP< M > & __next_move, \fBmoMoveIncrEval\fP< M > & __incr_eval, \fBmoMoveSelect\fP< M > & __move_select)\fC [inline]\fP"
+.PP
+Constructor.
+.PP
+All the boxes have to be specified.
+.PP
+\fBParameters:\fP
+.RS 4
+\fI__move_init\fP the move initialiser.
+.br
+\fI__next_move\fP the neighborhood explorer.
+.br
+\fI__incr_eval\fP (generally) efficient evaluation function.
+.br
+\fI__move_select\fP the move selector.
+.RE
+.PP
+
+.PP
+Definition at line 43 of file moHCMoveLoopExpl.h.
+.SH "Member Function Documentation"
+.PP
+.SS "template void \fBmoHCMoveLoopExpl\fP< M >::operator() (const \fBEOT\fP & __old_sol, \fBEOT\fP & __new_sol)\fC [inline]\fP"
+.PP
+Procedure which launches the explorer.
+.PP
+The exploration starts from an old solution and provides a new solution.
+.PP
+\fBParameters:\fP
+.RS 4
+\fI__old_sol\fP the current solution.
+.br
+\fI__new_sol\fP the new_sol (result of the procedure).
+.RE
+.PP
+
+.PP
+Definition at line 59 of file moHCMoveLoopExpl.h.
+.PP
+References moHCMoveLoopExpl< M >::incr_eval, moHCMoveLoopExpl< M >::move_init, moHCMoveLoopExpl< M >::move_select, and moHCMoveLoopExpl< M >::next_move.
+
+.SH "Author"
+.PP
+Generated automatically by Doxygen for PARADISEO-MO from the source code.
diff --git a/trunk/paradiseo-mo/tutorial/docs/man/man3/moImprBestFitAspirCrit.3 b/trunk/paradiseo-mo/tutorial/docs/man/man3/moImprBestFitAspirCrit.3
new file mode 100644
index 000000000..0f3d5069e
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/man/man3/moImprBestFitAspirCrit.3
@@ -0,0 +1,88 @@
+.TH "moImprBestFitAspirCrit" 3 "18 Dec 2006" "Version 0.1" "PARADISEO-MO" \" -*- nroff -*-
+.ad l
+.nh
+.SH NAME
+moImprBestFitAspirCrit \- One of the possible \fBmoAspirCrit\fP.
+
+.PP
+.SH SYNOPSIS
+.br
+.PP
+\fC#include \fP
+.PP
+Inherits \fBmoAspirCrit< M >< M >\fP.
+.PP
+.SS "Public Types"
+
+.in +1c
+.ti -1c
+.RI "typedef M::EOType::Fitness \fBFitness\fP"
+.br
+.RI "\fIAlias for the fitness. \fP"
+.in -1c
+.SS "Public Member Functions"
+
+.in +1c
+.ti -1c
+.RI "\fBmoImprBestFitAspirCrit\fP ()"
+.br
+.RI "\fIContructor. \fP"
+.ti -1c
+.RI "void \fBinit\fP ()"
+.br
+.RI "\fIInitialisation procedure. \fP"
+.ti -1c
+.RI "bool \fBoperator()\fP (const M &__move, const \fBFitness\fP &__fit)"
+.br
+.RI "\fIFunction that indicates if the fit is better that the already saved fit. \fP"
+.in -1c
+.SS "Private Attributes"
+
+.in +1c
+.ti -1c
+.RI "\fBFitness\fP \fBbest_fit\fP"
+.br
+.RI "\fIBest fitness found until now. \fP"
+.ti -1c
+.RI "bool \fBfirst_time\fP"
+.br
+.RI "\fIIndicates that a fitness has been already saved or not. \fP"
+.in -1c
+.SH "Detailed Description"
+.PP
+
+.SS "template class moImprBestFitAspirCrit< M >"
+One of the possible \fBmoAspirCrit\fP.
+
+This criterion is satisfied when a given fitness is the best ever considered.
+.PP
+Definition at line 22 of file moImprBestFitAspirCrit.h.
+.SH "Member Function Documentation"
+.PP
+.SS "template bool \fBmoImprBestFitAspirCrit\fP< M >::operator() (const M & __move, const \fBFitness\fP & __fit)\fC [inline]\fP"
+.PP
+Function that indicates if the fit is better that the already saved fit.
+.PP
+The first time, the function only saved the current move and fitness.
+.PP
+\fBParameters:\fP
+.RS 4
+\fI__move\fP a move.
+.br
+\fI__fit\fP a fitnes linked to the move.
+.RE
+.PP
+\fBReturns:\fP
+.RS 4
+TRUE the first time and if __fit > best_fit, else FALSE.
+.RE
+.PP
+
+.PP
+Definition at line 52 of file moImprBestFitAspirCrit.h.
+.PP
+References moImprBestFitAspirCrit< M >::best_fit, and moImprBestFitAspirCrit< M >::first_time.
+
+.SH "Author"
+.PP
+Generated automatically by Doxygen for PARADISEO-MO from the source code.
diff --git a/trunk/paradiseo-mo/tutorial/docs/man/man3/moItRandNextMove.3 b/trunk/paradiseo-mo/tutorial/docs/man/man3/moItRandNextMove.3
new file mode 100644
index 000000000..26beb995d
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/man/man3/moItRandNextMove.3
@@ -0,0 +1,106 @@
+.TH "moItRandNextMove" 3 "18 Dec 2006" "Version 0.1" "PARADISEO-MO" \" -*- nroff -*-
+.ad l
+.nh
+.SH NAME
+moItRandNextMove \- One of the possible \fBmoNextMove\fP.
+
+.PP
+.SH SYNOPSIS
+.br
+.PP
+\fC#include \fP
+.PP
+Inherits \fBmoNextMove< M >< M >\fP.
+.PP
+.SS "Public Member Functions"
+
+.in +1c
+.ti -1c
+.RI "\fBmoItRandNextMove\fP (\fBmoRandMove\fP< M > &__rand_move, unsigned __max_iter)"
+.br
+.RI "\fIThe constructor. \fP"
+.ti -1c
+.RI "bool \fBoperator()\fP (M &__move, const \fBEOT\fP &__sol)"
+.br
+.RI "\fIGeneration of a new move. \fP"
+.in -1c
+.SS "Private Types"
+
+.in +1c
+.ti -1c
+.RI "typedef M::EOType \fBEOT\fP"
+.br
+.RI "\fIAlias for the type. \fP"
+.in -1c
+.SS "Private Attributes"
+
+.in +1c
+.ti -1c
+.RI "\fBmoRandMove\fP< M > & \fBrand_move\fP"
+.br
+.RI "\fIA move generator (generally randomly). \fP"
+.ti -1c
+.RI "unsigned \fBmax_iter\fP"
+.br
+.RI "\fIIteration maximum number. \fP"
+.ti -1c
+.RI "unsigned \fBnum_iter\fP"
+.br
+.RI "\fIIteration current number. \fP"
+.in -1c
+.SH "Detailed Description"
+.PP
+
+.SS "template class moItRandNextMove< M >"
+One of the possible \fBmoNextMove\fP.
+
+This class is a move (\fBmoMove\fP) generator with a bound for the maximum number of iterations.
+.PP
+Definition at line 22 of file moItRandNextMove.h.
+.SH "Constructor & Destructor Documentation"
+.PP
+.SS "template \fBmoItRandNextMove\fP< M >::\fBmoItRandNextMove\fP (\fBmoRandMove\fP< M > & __rand_move, unsigned __max_iter)\fC [inline]\fP"
+.PP
+The constructor.
+.PP
+Parameters only for initialising the attributes.
+.PP
+\fBParameters:\fP
+.RS 4
+\fI__rand_move\fP the random move generator.
+.br
+\fI__max_iter\fP the iteration maximum number.
+.RE
+.PP
+
+.PP
+Definition at line 37 of file moItRandNextMove.h.
+.SH "Member Function Documentation"
+.PP
+.SS "template bool \fBmoItRandNextMove\fP< M >::operator() (M & __move, const \fBEOT\fP & __sol)\fC [inline]\fP"
+.PP
+Generation of a new move.
+.PP
+If the maximum number is not already reached, the current move is forgotten and remplaced by another one.
+.PP
+\fBParameters:\fP
+.RS 4
+\fI__move\fP the current move.
+.br
+\fI__sol\fP the current solution.
+.RE
+.PP
+\fBReturns:\fP
+.RS 4
+FALSE if the maximum number of iteration is reached, else TRUE.
+.RE
+.PP
+
+.PP
+Definition at line 52 of file moItRandNextMove.h.
+.PP
+References moItRandNextMove< M >::max_iter, moItRandNextMove< M >::num_iter, and moItRandNextMove< M >::rand_move.
+
+.SH "Author"
+.PP
+Generated automatically by Doxygen for PARADISEO-MO from the source code.
diff --git a/trunk/paradiseo-mo/tutorial/docs/man/man3/moLSCheckPoint.3 b/trunk/paradiseo-mo/tutorial/docs/man/man3/moLSCheckPoint.3
new file mode 100644
index 000000000..c54e24fec
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/man/man3/moLSCheckPoint.3
@@ -0,0 +1,81 @@
+.TH "moLSCheckPoint" 3 "18 Dec 2006" "Version 0.1" "PARADISEO-MO" \" -*- nroff -*-
+.ad l
+.nh
+.SH NAME
+moLSCheckPoint \- Class which allows a checkpointing system.
+
+.PP
+.SH SYNOPSIS
+.br
+.PP
+\fC#include \fP
+.PP
+.SS "Public Member Functions"
+
+.in +1c
+.ti -1c
+.RI "void \fBoperator()\fP (const M &__move, const typename M::EOType &__sol)"
+.br
+.RI "\fIFunction which launches the checkpointing. \fP"
+.ti -1c
+.RI "void \fBadd\fP (eoBF< const M &, const typename M::EOType &, void > &__f)"
+.br
+.RI "\fIProcedure which add a new function to the function vector. \fP"
+.in -1c
+.SS "Private Attributes"
+
+.in +1c
+.ti -1c
+.RI "std::vector< eoBF< const M &, const typename M::EOType &, void > * > \fBfunc\fP"
+.br
+.RI "\fIvector of function \fP"
+.in -1c
+.SH "Detailed Description"
+.PP
+
+.SS "template class moLSCheckPoint< M >"
+Class which allows a checkpointing system.
+
+Thanks to this class, at each iteration, additionnal function can be used (and not only one).
+.PP
+Definition at line 21 of file moLSCheckPoint.h.
+.SH "Member Function Documentation"
+.PP
+.SS "template void \fBmoLSCheckPoint\fP< M >::operator() (const M & __move, const typename M::EOType & __sol)\fC [inline]\fP"
+.PP
+Function which launches the checkpointing.
+.PP
+Each saved function is used on the current move and the current solution.
+.PP
+\fBParameters:\fP
+.RS 4
+\fI__move\fP a move.
+.br
+\fI__sol\fP a solution.
+.RE
+.PP
+
+.PP
+Definition at line 34 of file moLSCheckPoint.h.
+.PP
+References moLSCheckPoint< M >::func.
+.SS "template void \fBmoLSCheckPoint\fP< M >::add (eoBF< const M &, const typename M::EOType &, void > & __f)\fC [inline]\fP"
+.PP
+Procedure which add a new function to the function vector.
+.PP
+The new function is added at the end of the vector.
+.PP
+\fBParameters:\fP
+.RS 4
+\fI__f\fP a new function to add.
+.RE
+.PP
+
+.PP
+Definition at line 49 of file moLSCheckPoint.h.
+.PP
+References moLSCheckPoint< M >::func.
+
+.SH "Author"
+.PP
+Generated automatically by Doxygen for PARADISEO-MO from the source code.
diff --git a/trunk/paradiseo-mo/tutorial/docs/man/man3/moMove.3 b/trunk/paradiseo-mo/tutorial/docs/man/man3/moMove.3
new file mode 100644
index 000000000..022132e50
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/man/man3/moMove.3
@@ -0,0 +1,33 @@
+.TH "moMove" 3 "18 Dec 2006" "Version 0.1" "PARADISEO-MO" \" -*- nroff -*-
+.ad l
+.nh
+.SH NAME
+moMove \- Definition of a move.
+
+.PP
+.SH SYNOPSIS
+.br
+.PP
+\fC#include \fP
+.PP
+.SS "Public Types"
+
+.in +1c
+.ti -1c
+.RI "typedef EOT \fBEOType\fP"
+.br
+.RI "\fIAlias for the type. \fP"
+.in -1c
+.SH "Detailed Description"
+.PP
+
+.SS "template class moMove< EOT >"
+Definition of a move.
+
+A move transforms a solution to another close solution. It describes how a solution can be modified to another one.
+.PP
+Definition at line 23 of file moMove.h.
+
+.SH "Author"
+.PP
+Generated automatically by Doxygen for PARADISEO-MO from the source code.
diff --git a/trunk/paradiseo-mo/tutorial/docs/man/man3/moMoveExpl.3 b/trunk/paradiseo-mo/tutorial/docs/man/man3/moMoveExpl.3
new file mode 100644
index 000000000..ecde871cc
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/man/man3/moMoveExpl.3
@@ -0,0 +1,27 @@
+.TH "moMoveExpl" 3 "18 Dec 2006" "Version 0.1" "PARADISEO-MO" \" -*- nroff -*-
+.ad l
+.nh
+.SH NAME
+moMoveExpl \- Description of a move (\fBmoMove\fP) explorer.
+
+.PP
+.SH SYNOPSIS
+.br
+.PP
+\fC#include \fP
+.PP
+Inherited by \fBmoMoveLoopExpl< M >\fP.
+.PP
+.SH "Detailed Description"
+.PP
+
+.SS "template class moMoveExpl< M >"
+Description of a move (\fBmoMove\fP) explorer.
+
+Only a description...See \fBmoMoveLoopExpl\fP.
+.PP
+Definition at line 21 of file moMoveExpl.h.
+
+.SH "Author"
+.PP
+Generated automatically by Doxygen for PARADISEO-MO from the source code.
diff --git a/trunk/paradiseo-mo/tutorial/docs/man/man3/moMoveIncrEval.3 b/trunk/paradiseo-mo/tutorial/docs/man/man3/moMoveIncrEval.3
new file mode 100644
index 000000000..f998787e0
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/man/man3/moMoveIncrEval.3
@@ -0,0 +1,25 @@
+.TH "moMoveIncrEval" 3 "18 Dec 2006" "Version 0.1" "PARADISEO-MO" \" -*- nroff -*-
+.ad l
+.nh
+.SH NAME
+moMoveIncrEval \- (generally) Efficient evaluation function based a move and a solution.
+
+.PP
+.SH SYNOPSIS
+.br
+.PP
+\fC#include \fP
+.PP
+.SH "Detailed Description"
+.PP
+
+.SS "template class moMoveIncrEval< M >"
+(generally) Efficient evaluation function based a move and a solution.
+
+From a move and a solution, it computes a new fitness that could be associated to the solution if this one is updated.
+.PP
+Definition at line 24 of file moMoveIncrEval.h.
+
+.SH "Author"
+.PP
+Generated automatically by Doxygen for PARADISEO-MO from the source code.
diff --git a/trunk/paradiseo-mo/tutorial/docs/man/man3/moMoveInit.3 b/trunk/paradiseo-mo/tutorial/docs/man/man3/moMoveInit.3
new file mode 100644
index 000000000..6221051be
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/man/man3/moMoveInit.3
@@ -0,0 +1,25 @@
+.TH "moMoveInit" 3 "18 Dec 2006" "Version 0.1" "PARADISEO-MO" \" -*- nroff -*-
+.ad l
+.nh
+.SH NAME
+moMoveInit \- Move (\fBmoMove\fP) initializer.
+
+.PP
+.SH SYNOPSIS
+.br
+.PP
+\fC#include \fP
+.PP
+.SH "Detailed Description"
+.PP
+
+.SS "template class moMoveInit< M >"
+Move (\fBmoMove\fP) initializer.
+
+Class which allows to initiase a move. Only a description... An object that herits from this class needs to be designed to be used.
+.PP
+Definition at line 22 of file moMoveInit.h.
+
+.SH "Author"
+.PP
+Generated automatically by Doxygen for PARADISEO-MO from the source code.
diff --git a/trunk/paradiseo-mo/tutorial/docs/man/man3/moMoveLoopExpl.3 b/trunk/paradiseo-mo/tutorial/docs/man/man3/moMoveLoopExpl.3
new file mode 100644
index 000000000..d6eb5fb19
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/man/man3/moMoveLoopExpl.3
@@ -0,0 +1,29 @@
+.TH "moMoveLoopExpl" 3 "18 Dec 2006" "Version 0.1" "PARADISEO-MO" \" -*- nroff -*-
+.ad l
+.nh
+.SH NAME
+moMoveLoopExpl \- Class which describes an iterative explorer.
+
+.PP
+.SH SYNOPSIS
+.br
+.PP
+\fC#include \fP
+.PP
+Inherits \fBmoMoveExpl< M >< M >\fP.
+.PP
+Inherited by \fBmoHCMoveLoopExpl< M >\fP, and \fBmoTSMoveLoopExpl< M >\fP.
+.PP
+.SH "Detailed Description"
+.PP
+
+.SS "template class moMoveLoopExpl< M >"
+Class which describes an iterative explorer.
+
+Only a description... \fBmoHCMoveLoopExpl\fP and \fBmoTSMoveLoopExpl\fP are exemples of class that are a \fBmoMoveLoopExpl\fP.
+.PP
+Definition at line 21 of file moMoveLoopExpl.h.
+
+.SH "Author"
+.PP
+Generated automatically by Doxygen for PARADISEO-MO from the source code.
diff --git a/trunk/paradiseo-mo/tutorial/docs/man/man3/moMoveSelect.3 b/trunk/paradiseo-mo/tutorial/docs/man/man3/moMoveSelect.3
new file mode 100644
index 000000000..67f1eefd4
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/man/man3/moMoveSelect.3
@@ -0,0 +1,82 @@
+.TH "moMoveSelect" 3 "18 Dec 2006" "Version 0.1" "PARADISEO-MO" \" -*- nroff -*-
+.ad l
+.nh
+.SH NAME
+moMoveSelect \- Class that describes a move selector (\fBmoMove\fP).
+
+.PP
+.SH SYNOPSIS
+.br
+.PP
+\fC#include \fP
+.PP
+Inherited by \fBmoBestImprSelect< M >\fP, \fBmoFirstImprSelect< M >\fP, and \fBmoRandImprSelect< M >\fP.
+.PP
+.SS "Public Types"
+
+.in +1c
+.ti -1c
+.RI "typedef M::EOType::Fitness \fBFitness\fP"
+.br
+.RI "\fIAlias for the fitness. \fP"
+.in -1c
+.SS "Public Member Functions"
+
+.in +1c
+.ti -1c
+.RI "virtual void \fBinit\fP (const \fBFitness\fP &__fit)=0"
+.br
+.RI "\fIProcedure which initialises all that the move selector needs including the initial fitness. \fP"
+.ti -1c
+.RI "virtual bool \fBupdate\fP (const M &__move, const \fBFitness\fP &__fit)=0"
+.br
+.RI "\fIFunction which updates the best solutions. \fP"
+.in -1c
+.SH "Detailed Description"
+.PP
+
+.SS "template class moMoveSelect< M >"
+Class that describes a move selector (\fBmoMove\fP).
+
+It iteratively considers some moves (\fBmoMove\fP) and their associated fitnesses. The best move is so regularly updated. At any time, it could be accessed.
+.PP
+Definition at line 32 of file moMoveSelect.h.
+.SH "Member Function Documentation"
+.PP
+.SS "template virtual void \fBmoMoveSelect\fP< M >::init (const \fBFitness\fP & __fit)\fC [pure virtual]\fP"
+.PP
+Procedure which initialises all that the move selector needs including the initial fitness.
+.PP
+In order to know the fitness of the solution, for which the neighborhood will be soon explored
+.PP
+\fBParameters:\fP
+.RS 4
+\fI__fit\fP the current fitness.
+.RE
+.PP
+
+.PP
+Implemented in \fBmoBestImprSelect< M >\fP, \fBmoFirstImprSelect< M >\fP, and \fBmoRandImprSelect< M >\fP.
+.SS "template virtual bool \fBmoMoveSelect\fP< M >::update (const M & __move, const \fBFitness\fP & __fit)\fC [pure virtual]\fP"
+.PP
+Function which updates the best solutions.
+.PP
+\fBParameters:\fP
+.RS 4
+\fI__move\fP a new move.
+.br
+\fI__fit\fP a fitness linked to the new move.
+.RE
+.PP
+\fBReturns:\fP
+.RS 4
+a boolean that expresses the need to resume the exploration.
+.RE
+.PP
+
+.PP
+Implemented in \fBmoBestImprSelect< M >\fP, and \fBmoRandImprSelect< M >\fP.
+
+.SH "Author"
+.PP
+Generated automatically by Doxygen for PARADISEO-MO from the source code.
diff --git a/trunk/paradiseo-mo/tutorial/docs/man/man3/moNextMove.3 b/trunk/paradiseo-mo/tutorial/docs/man/man3/moNextMove.3
new file mode 100644
index 000000000..7af40fe0b
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/man/man3/moNextMove.3
@@ -0,0 +1,27 @@
+.TH "moNextMove" 3 "18 Dec 2006" "Version 0.1" "PARADISEO-MO" \" -*- nroff -*-
+.ad l
+.nh
+.SH NAME
+moNextMove \- Class which allows to generate a new move (\fBmoMove\fP).
+
+.PP
+.SH SYNOPSIS
+.br
+.PP
+\fC#include \fP
+.PP
+Inherited by \fBmoItRandNextMove< M >\fP.
+.PP
+.SH "Detailed Description"
+.PP
+
+.SS "template class moNextMove< M >"
+Class which allows to generate a new move (\fBmoMove\fP).
+
+Useful for the explorer (for \fBmoTS\fP or \fBmoHC\fP). Does nothing... An object that herits from this class needs to be designed for being used.
+.PP
+Definition at line 22 of file moNextMove.h.
+
+.SH "Author"
+.PP
+Generated automatically by Doxygen for PARADISEO-MO from the source code.
diff --git a/trunk/paradiseo-mo/tutorial/docs/man/man3/moNoAspirCrit.3 b/trunk/paradiseo-mo/tutorial/docs/man/man3/moNoAspirCrit.3
new file mode 100644
index 000000000..30b0dfd62
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/man/man3/moNoAspirCrit.3
@@ -0,0 +1,71 @@
+.TH "moNoAspirCrit" 3 "18 Dec 2006" "Version 0.1" "PARADISEO-MO" \" -*- nroff -*-
+.ad l
+.nh
+.SH NAME
+moNoAspirCrit \- One of the possible aspiration criterion (\fBmoAspirCrit\fP).
+
+.PP
+.SH SYNOPSIS
+.br
+.PP
+\fC#include \fP
+.PP
+Inherits \fBmoAspirCrit< M >< M >\fP.
+.PP
+.SS "Private Member Functions"
+
+.in +1c
+.ti -1c
+.RI "bool \fBoperator()\fP (const M &__move, const typename M::EOType::Fitness &__sol)"
+.br
+.RI "\fIFunction which describes the aspiration criterion behaviour. \fP"
+.ti -1c
+.RI "void \fBinit\fP ()"
+.br
+.RI "\fIProcedure which initialises all that needs a \fBmoNoAspirCrit\fP. \fP"
+.in -1c
+.SH "Detailed Description"
+.PP
+
+.SS "template class moNoAspirCrit< M >"
+One of the possible aspiration criterion (\fBmoAspirCrit\fP).
+
+The simplest : never satisfied.
+.PP
+Definition at line 21 of file moNoAspirCrit.h.
+.SH "Member Function Documentation"
+.PP
+.SS "template bool \fBmoNoAspirCrit\fP< M >::operator() (const M & __move, const typename M::EOType::Fitness & __sol)\fC [inline, private]\fP"
+.PP
+Function which describes the aspiration criterion behaviour.
+.PP
+Does nothing.
+.PP
+\fBParameters:\fP
+.RS 4
+\fI__move\fP a move.
+.br
+\fI__sol\fP a fitness.
+.RE
+.PP
+\fBReturns:\fP
+.RS 4
+FALSE.
+.RE
+.PP
+
+.PP
+Definition at line 32 of file moNoAspirCrit.h.
+.SS "template void \fBmoNoAspirCrit\fP< M >::init ()\fC [inline, private, virtual]\fP"
+.PP
+Procedure which initialises all that needs a \fBmoNoAspirCrit\fP.
+.PP
+Nothing...
+.PP
+Implements \fBmoAspirCrit< M >\fP.
+.PP
+Definition at line 43 of file moNoAspirCrit.h.
+
+.SH "Author"
+.PP
+Generated automatically by Doxygen for PARADISEO-MO from the source code.
diff --git a/trunk/paradiseo-mo/tutorial/docs/man/man3/moRandImprSelect.3 b/trunk/paradiseo-mo/tutorial/docs/man/man3/moRandImprSelect.3
new file mode 100644
index 000000000..c84d3590f
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/man/man3/moRandImprSelect.3
@@ -0,0 +1,135 @@
+.TH "moRandImprSelect" 3 "18 Dec 2006" "Version 0.1" "PARADISEO-MO" \" -*- nroff -*-
+.ad l
+.nh
+.SH NAME
+moRandImprSelect \- One of the possible \fBmoMove\fP selector (\fBmoMoveSelect\fP).
+
+.PP
+.SH SYNOPSIS
+.br
+.PP
+\fC#include \fP
+.PP
+Inherits \fBmoMoveSelect< M >< M >\fP.
+.PP
+.SS "Public Types"
+
+.in +1c
+.ti -1c
+.RI "typedef M::EOType::Fitness \fBFitness\fP"
+.br
+.RI "\fIAlias for the fitness. \fP"
+.in -1c
+.SS "Public Member Functions"
+
+.in +1c
+.ti -1c
+.RI "void \fBinit\fP (const \fBFitness\fP &__fit)"
+.br
+.RI "\fIProcedure which all that needs a \fBmoRandImprSelect\fP. \fP"
+.ti -1c
+.RI "bool \fBupdate\fP (const M &__move, const \fBFitness\fP &__fit)"
+.br
+.RI "\fIFunction that updates the fitness and move vectors. \fP"
+.ti -1c
+.RI "void \fBoperator()\fP (M &__move, \fBFitness\fP &__fit) throw (EmptySelection)"
+.br
+.RI "\fIThe move selection. \fP"
+.in -1c
+.SS "Private Attributes"
+
+.in +1c
+.ti -1c
+.RI "\fBFitness\fP \fBinit_fit\fP"
+.br
+.RI "\fIFitness of the current solution. \fP"
+.ti -1c
+.RI "std::vector< \fBFitness\fP > \fBvect_better_fit\fP"
+.br
+.RI "\fICandidate fitnesse vector. \fP"
+.ti -1c
+.RI "std::vector< M > \fBvect_better_moves\fP"
+.br
+.RI "\fICandidate move vector. \fP"
+.in -1c
+.SH "Detailed Description"
+.PP
+
+.SS "template class moRandImprSelect< M >"
+One of the possible \fBmoMove\fP selector (\fBmoMoveSelect\fP).
+
+All the neighbors are considered. One of them that enables an improvment of the objective function is choosen.
+.PP
+Definition at line 25 of file moRandImprSelect.h.
+.SH "Member Function Documentation"
+.PP
+.SS "template void \fBmoRandImprSelect\fP< M >::init (const \fBFitness\fP & __fit)\fC [inline, virtual]\fP"
+.PP
+Procedure which all that needs a \fBmoRandImprSelect\fP.
+.PP
+Give a value to the initialise fitness. Clean the move and fitness vectors.
+.PP
+\fBParameters:\fP
+.RS 4
+\fI__fit\fP the current best fitness
+.RE
+.PP
+
+.PP
+Implements \fBmoMoveSelect< M >\fP.
+.PP
+Definition at line 40 of file moRandImprSelect.h.
+.PP
+References moRandImprSelect< M >::init_fit, moRandImprSelect< M >::vect_better_fit, and moRandImprSelect< M >::vect_better_moves.
+.SS "template bool \fBmoRandImprSelect\fP< M >::update (const M & __move, const \fBFitness\fP & __fit)\fC [inline, virtual]\fP"
+.PP
+Function that updates the fitness and move vectors.
+.PP
+if a move give a better fitness than the initial fitness, it is saved and the fitness too.
+.PP
+\fBParameters:\fP
+.RS 4
+\fI__move\fP a new move.
+.br
+\fI__fit\fP a new fitness associated to the new move.
+.RE
+.PP
+\fBReturns:\fP
+.RS 4
+TRUE.
+.RE
+.PP
+
+.PP
+Implements \fBmoMoveSelect< M >\fP.
+.PP
+Definition at line 56 of file moRandImprSelect.h.
+.PP
+References moRandImprSelect< M >::init_fit, moRandImprSelect< M >::vect_better_fit, and moRandImprSelect< M >::vect_better_moves.
+.SS "template void \fBmoRandImprSelect\fP< M >::operator() (M & __move, \fBFitness\fP & __fit) throw (\fBEmptySelection\fP)\fC [inline]\fP"
+.PP
+The move selection.
+.PP
+One the saved move is randomly chosen.
+.PP
+\fBParameters:\fP
+.RS 4
+\fI__move\fP the reference of the move that can be initialised by the function.
+.br
+\fI__fit\fP the reference of the fitness that can be initialised by the function.
+.RE
+.PP
+\fBExceptions:\fP
+.RS 4
+\fI\fBEmptySelection\fP\fP If no move which improves the current fitness are found.
+.RE
+.PP
+
+.PP
+Definition at line 77 of file moRandImprSelect.h.
+.PP
+References moRandImprSelect< M >::vect_better_fit, and moRandImprSelect< M >::vect_better_moves.
+
+.SH "Author"
+.PP
+Generated automatically by Doxygen for PARADISEO-MO from the source code.
diff --git a/trunk/paradiseo-mo/tutorial/docs/man/man3/moRandMove.3 b/trunk/paradiseo-mo/tutorial/docs/man/man3/moRandMove.3
new file mode 100644
index 000000000..c465c0d78
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/man/man3/moRandMove.3
@@ -0,0 +1,25 @@
+.TH "moRandMove" 3 "18 Dec 2006" "Version 0.1" "PARADISEO-MO" \" -*- nroff -*-
+.ad l
+.nh
+.SH NAME
+moRandMove \- Random move generator.
+
+.PP
+.SH SYNOPSIS
+.br
+.PP
+\fC#include \fP
+.PP
+.SH "Detailed Description"
+.PP
+
+.SS "template class moRandMove< M >"
+Random move generator.
+
+Only a description... An object that herits from this class needs to be designed in order to use a \fBmoSA\fP.
+.PP
+Definition at line 21 of file moRandMove.h.
+
+.SH "Author"
+.PP
+Generated automatically by Doxygen for PARADISEO-MO from the source code.
diff --git a/trunk/paradiseo-mo/tutorial/docs/man/man3/moSA.3 b/trunk/paradiseo-mo/tutorial/docs/man/man3/moSA.3
new file mode 100644
index 000000000..65477d525
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/man/man3/moSA.3
@@ -0,0 +1,128 @@
+.TH "moSA" 3 "18 Dec 2006" "Version 0.1" "PARADISEO-MO" \" -*- nroff -*-
+.ad l
+.nh
+.SH NAME
+moSA \- Simulated Annealing (SA).
+
+.PP
+.SH SYNOPSIS
+.br
+.PP
+\fC#include \fP
+.PP
+Inherits \fBmoAlgo< M::EOType >\fP.
+.PP
+.SS "Public Member Functions"
+
+.in +1c
+.ti -1c
+.RI "\fBmoSA\fP (\fBmoRandMove\fP< M > &__move_rand, \fBmoMoveIncrEval\fP< M > &__incr_eval, \fBmoSolContinue\fP< \fBEOT\fP > &__cont, double __init_temp, \fBmoCoolSched\fP &__cool_sched, eoEvalFunc< \fBEOT\fP > &__full_eval)"
+.br
+.RI "\fISA constructor. \fP"
+.ti -1c
+.RI "bool \fBoperator()\fP (\fBEOT\fP &__sol)"
+.br
+.RI "\fIfunction that launches the SA algorithm. \fP"
+.in -1c
+.SS "Private Types"
+
+.in +1c
+.ti -1c
+.RI "typedef M::EOType \fBEOT\fP"
+.br
+.RI "\fIAlias for the type. \fP"
+.ti -1c
+.RI "typedef EOT::Fitness \fBFitness\fP"
+.br
+.RI "\fIAlias for the fitness. \fP"
+.in -1c
+.SS "Private Attributes"
+
+.in +1c
+.ti -1c
+.RI "\fBmoRandMove\fP< M > & \fBmove_rand\fP"
+.br
+.RI "\fIA move generator (generally randomly). \fP"
+.ti -1c
+.RI "\fBmoMoveIncrEval\fP< M > & \fBincr_eval\fP"
+.br
+.RI "\fIA (generally) efficient evaluation function. \fP"
+.ti -1c
+.RI "\fBmoSolContinue\fP< \fBEOT\fP > & \fBcont\fP"
+.br
+.RI "\fIStopping criterion before temperature update. \fP"
+.ti -1c
+.RI "double \fBinit_temp\fP"
+.br
+.RI "\fIInitial temperature. \fP"
+.ti -1c
+.RI "\fBmoCoolSched\fP & \fBcool_sched\fP"
+.br
+.RI "\fIThe cooling schedule. \fP"
+.ti -1c
+.RI "eoEvalFunc< \fBEOT\fP > & \fBfull_eval\fP"
+.br
+.RI "\fIA full evaluation function. \fP"
+.in -1c
+.SH "Detailed Description"
+.PP
+
+.SS "template class moSA< M >"
+Simulated Annealing (SA).
+
+Class that describes a Simulated Annealing algorithm.
+.PP
+Definition at line 32 of file moSA.h.
+.SH "Constructor & Destructor Documentation"
+.PP
+.SS "template \fBmoSA\fP< M >::\fBmoSA\fP (\fBmoRandMove\fP< M > & __move_rand, \fBmoMoveIncrEval\fP< M > & __incr_eval, \fBmoSolContinue\fP< \fBEOT\fP > & __cont, double __init_temp, \fBmoCoolSched\fP & __cool_sched, eoEvalFunc< \fBEOT\fP > & __full_eval)\fC [inline]\fP"
+.PP
+SA constructor.
+.PP
+All the boxes used by a SA need to be given.
+.PP
+\fBParameters:\fP
+.RS 4
+\fI__move_rand\fP a move generator (generally randomly).
+.br
+\fI__incr_eval\fP a (generaly) efficient evaluation function
+.br
+\fI__cont\fP a stopping criterion.
+.br
+\fI__init_temp\fP the initial temperature.
+.br
+\fI__cool_sched\fP a cooling schedule, describes how the temperature is modified.
+.br
+\fI__full_eval\fP a full evaluation function.
+.RE
+.PP
+
+.PP
+Definition at line 60 of file moSA.h.
+.SH "Member Function Documentation"
+.PP
+.SS "template bool \fBmoSA\fP< M >::operator() (\fBEOT\fP & __sol)\fC [inline]\fP"
+.PP
+function that launches the SA algorithm.
+.PP
+As a \fBmoTS\fP or a \fBmoHC\fP, the SA can be used for HYBRIDATION in an evolutionary algorithm.
+.PP
+\fBParameters:\fP
+.RS 4
+\fI__sol\fP a solution to improve.
+.RE
+.PP
+\fBReturns:\fP
+.RS 4
+TRUE.
+.RE
+.PP
+
+.PP
+Definition at line 82 of file moSA.h.
+.PP
+References moSA< M >::cont, moSA< M >::cool_sched, moSA< M >::full_eval, moSA< M >::incr_eval, moSA< M >::init_temp, and moSA< M >::move_rand.
+
+.SH "Author"
+.PP
+Generated automatically by Doxygen for PARADISEO-MO from the source code.
diff --git a/trunk/paradiseo-mo/tutorial/docs/man/man3/moSolContinue.3 b/trunk/paradiseo-mo/tutorial/docs/man/man3/moSolContinue.3
new file mode 100644
index 000000000..69931d0a5
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/man/man3/moSolContinue.3
@@ -0,0 +1,44 @@
+.TH "moSolContinue" 3 "18 Dec 2006" "Version 0.1" "PARADISEO-MO" \" -*- nroff -*-
+.ad l
+.nh
+.SH NAME
+moSolContinue \- Class that describes a stop criterion for a solution-based heuristic.
+
+.PP
+.SH SYNOPSIS
+.br
+.PP
+\fC#include \fP
+.PP
+Inherited by \fBmoGenSolContinue< EOT >\fP.
+.PP
+.SS "Public Member Functions"
+
+.in +1c
+.ti -1c
+.RI "virtual void \fBinit\fP ()=0"
+.br
+.RI "\fIProcedure which initialises all that the stop criterion needs. \fP"
+.in -1c
+.SH "Detailed Description"
+.PP
+
+.SS "template class moSolContinue< EOT >"
+Class that describes a stop criterion for a solution-based heuristic.
+
+It allows to add an initialisation procedure to an object that is a unary function (eoUF).
+.PP
+Definition at line 22 of file moSolContinue.h.
+.SH "Member Function Documentation"
+.PP
+.SS "template virtual void \fBmoSolContinue\fP< EOT >::init ()\fC [pure virtual]\fP"
+.PP
+Procedure which initialises all that the stop criterion needs.
+.PP
+Generally, it allocates some data structures or initialises some counters.
+.PP
+Implemented in \fBmoGenSolContinue< EOT >\fP.
+
+.SH "Author"
+.PP
+Generated automatically by Doxygen for PARADISEO-MO from the source code.
diff --git a/trunk/paradiseo-mo/tutorial/docs/man/man3/moTS.3 b/trunk/paradiseo-mo/tutorial/docs/man/man3/moTS.3
new file mode 100644
index 000000000..3c48d5950
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/man/man3/moTS.3
@@ -0,0 +1,156 @@
+.TH "moTS" 3 "18 Dec 2006" "Version 0.1" "PARADISEO-MO" \" -*- nroff -*-
+.ad l
+.nh
+.SH NAME
+moTS \- Tabu Search (TS).
+
+.PP
+.SH SYNOPSIS
+.br
+.PP
+\fC#include \fP
+.PP
+Inherits \fBmoAlgo< M::EOType >\fP.
+.PP
+.SS "Public Member Functions"
+
+.in +1c
+.ti -1c
+.RI "\fBmoTS\fP (\fBmoMoveInit\fP< M > &__move_init, \fBmoNextMove\fP< M > &__next_move, \fBmoMoveIncrEval\fP< M > &__incr_eval, \fBmoTabuList\fP< M > &__tabu_list, \fBmoAspirCrit\fP< M > &__aspir_crit, \fBmoSolContinue\fP< \fBEOT\fP > &__cont, eoEvalFunc< \fBEOT\fP > &__full_eval)"
+.br
+.RI "\fIConstructor of a \fBmoTS\fP specifying all the boxes. \fP"
+.ti -1c
+.RI "\fBmoTS\fP (\fBmoMoveExpl\fP< M > &__move_expl, \fBmoSolContinue\fP< \fBEOT\fP > &__cont, eoEvalFunc< \fBEOT\fP > &__full_eval)"
+.br
+.RI "\fIConstructor with less parameters. \fP"
+.ti -1c
+.RI "bool \fBoperator()\fP (\fBEOT\fP &__sol)"
+.br
+.RI "\fIFunction which launchs the Tabu Search. \fP"
+.in -1c
+.SS "Private Types"
+
+.in +1c
+.ti -1c
+.RI "typedef M::EOType \fBEOT\fP"
+.br
+.RI "\fIAlias for the type. \fP"
+.ti -1c
+.RI "typedef EOT::Fitness \fBFitness\fP"
+.br
+.RI "\fIAlias for the fitness. \fP"
+.in -1c
+.SS "Private Attributes"
+
+.in +1c
+.ti -1c
+.RI "\fBmoMoveExpl\fP< M > & \fBmove_expl\fP"
+.br
+.RI "\fINeighborhood explorer. \fP"
+.ti -1c
+.RI "\fBmoSolContinue\fP< \fBEOT\fP > & \fBcont\fP"
+.br
+.RI "\fIStop criterion. \fP"
+.ti -1c
+.RI "eoEvalFunc< \fBEOT\fP > & \fBfull_eval\fP"
+.br
+.RI "\fIFull evaluation function. \fP"
+.in -1c
+.SS "Static Private Attributes"
+
+.in +1c
+.ti -1c
+.RI "static bool \fBfirst_time\fP"
+.br
+.RI "\fIBoolean allowing to initialise the ptread_mutex_t in the constructor. \fP"
+.ti -1c
+.RI "static pthread_mutex_t \fBmutex\fP"
+.br
+.RI "\fIThe lock. \fP"
+.in -1c
+.SH "Detailed Description"
+.PP
+
+.SS "template class moTS< M >"
+Tabu Search (TS).
+
+Generic algorithm that describes a tabu search.
+.PP
+Definition at line 30 of file moTS.h.
+.SH "Constructor & Destructor Documentation"
+.PP
+.SS "template \fBmoTS\fP< M >::\fBmoTS\fP (\fBmoMoveInit\fP< M > & __move_init, \fBmoNextMove\fP< M > & __next_move, \fBmoMoveIncrEval\fP< M > & __incr_eval, \fBmoTabuList\fP< M > & __tabu_list, \fBmoAspirCrit\fP< M > & __aspir_crit, \fBmoSolContinue\fP< \fBEOT\fP > & __cont, eoEvalFunc< \fBEOT\fP > & __full_eval)\fC [inline]\fP"
+.PP
+Constructor of a \fBmoTS\fP specifying all the boxes.
+.PP
+In this constructor, a \fBmoTSMoveLoopExpl\fP is instanciated.
+.PP
+\fBParameters:\fP
+.RS 4
+\fI__move_init\fP move initialisation
+.br
+\fI__next_move\fP neighborhood explorer
+.br
+\fI__incr_eval\fP efficient evaluation
+.br
+\fI__tabu_list\fP tabu list
+.br
+\fI__aspir_crit\fP aspiration criterion
+.br
+\fI__cont\fP stop criterion
+.br
+\fI__full_eval\fP full evaluation function
+.RE
+.PP
+
+.PP
+Definition at line 59 of file moTS.h.
+.PP
+References moTS< M >::first_time, and moTS< M >::mutex.
+.SS "template \fBmoTS\fP< M >::\fBmoTS\fP (\fBmoMoveExpl\fP< M > & __move_expl, \fBmoSolContinue\fP< \fBEOT\fP > & __cont, eoEvalFunc< \fBEOT\fP > & __full_eval)\fC [inline]\fP"
+.PP
+Constructor with less parameters.
+.PP
+The explorer is given in the parameters.
+.PP
+\fBParameters:\fP
+.RS 4
+\fI__move_expl\fP the explorer (generally different that a \fBmoTSMoveLoopExpl\fP)
+.br
+\fI__cont\fP stop criterion
+.br
+\fI__full_eval\fP full evaluation function
+.RE
+.PP
+
+.PP
+Definition at line 81 of file moTS.h.
+.PP
+References moTS< M >::first_time, and moTS< M >::mutex.
+.SH "Member Function Documentation"
+.PP
+.SS "template bool \fBmoTS\fP< M >::operator() (\fBEOT\fP & __sol)\fC [inline]\fP"
+.PP
+Function which launchs the Tabu Search.
+.PP
+Algorithm of the tabu search. As a \fBmoSA\fP or a \fBmoHC\fP, it can be used for HYBRIDATION in an evolutionary algorithm. For security a lock (pthread_mutex_t) is closed during the algorithm.
+.PP
+\fBParameters:\fP
+.RS 4
+\fI__sol\fP a solution to improve.
+.RE
+.PP
+\fBReturns:\fP
+.RS 4
+TRUE.
+.RE
+.PP
+
+.PP
+Definition at line 104 of file moTS.h.
+.PP
+References moTS< M >::cont, moTS< M >::full_eval, moTS< M >::move_expl, and moTS< M >::mutex.
+
+.SH "Author"
+.PP
+Generated automatically by Doxygen for PARADISEO-MO from the source code.
diff --git a/trunk/paradiseo-mo/tutorial/docs/man/man3/moTSMoveLoopExpl.3 b/trunk/paradiseo-mo/tutorial/docs/man/man3/moTSMoveLoopExpl.3
new file mode 100644
index 000000000..b1678df56
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/man/man3/moTSMoveLoopExpl.3
@@ -0,0 +1,123 @@
+.TH "moTSMoveLoopExpl" 3 "18 Dec 2006" "Version 0.1" "PARADISEO-MO" \" -*- nroff -*-
+.ad l
+.nh
+.SH NAME
+moTSMoveLoopExpl \- Explorer for a Tabu Search algorithm.
+
+.PP
+.SH SYNOPSIS
+.br
+.PP
+\fC#include \fP
+.PP
+Inherits \fBmoMoveLoopExpl< M >< M >\fP.
+.PP
+.SS "Public Member Functions"
+
+.in +1c
+.ti -1c
+.RI "\fBmoTSMoveLoopExpl\fP (\fBmoMoveInit\fP< M > &__move_init, \fBmoNextMove\fP< M > &__next_move, \fBmoMoveIncrEval\fP< M > &__incr_eval, \fBmoTabuList\fP< M > &__tabu_list, \fBmoAspirCrit\fP< M > &__aspir_crit)"
+.br
+.RI "\fIConstructor. \fP"
+.ti -1c
+.RI "void \fBoperator()\fP (const \fBEOT\fP &__old_sol, \fBEOT\fP &__new_sol)"
+.br
+.RI "\fIProcedure which lauches the exploration. \fP"
+.in -1c
+.SS "Private Types"
+
+.in +1c
+.ti -1c
+.RI "typedef M::EOType \fBEOT\fP"
+.br
+.RI "\fIAlias for the type. \fP"
+.ti -1c
+.RI "typedef M::EOType::Fitness \fBFitness\fP"
+.br
+.RI "\fIAlias for the fitness. \fP"
+.in -1c
+.SS "Private Attributes"
+
+.in +1c
+.ti -1c
+.RI "\fBmoMoveInit\fP< M > & \fBmove_init\fP"
+.br
+.RI "\fIMove initialisation. \fP"
+.ti -1c
+.RI "\fBmoNextMove\fP< M > & \fBnext_move\fP"
+.br
+.RI "\fINeighborhood explorer. \fP"
+.ti -1c
+.RI "\fBmoMoveIncrEval\fP< M > & \fBincr_eval\fP"
+.br
+.RI "\fIEfficient evaluation. \fP"
+.ti -1c
+.RI "\fBmoBestImprSelect\fP< M > \fBmove_select\fP"
+.br
+.RI "\fIMove selector. \fP"
+.ti -1c
+.RI "\fBmoTabuList\fP< M > & \fBtabu_list\fP"
+.br
+.RI "\fITabu list. \fP"
+.ti -1c
+.RI "\fBmoAspirCrit\fP< M > & \fBaspir_crit\fP"
+.br
+.RI "\fIAspiration criterion. \fP"
+.in -1c
+.SH "Detailed Description"
+.PP
+
+.SS "template class moTSMoveLoopExpl< M >"
+Explorer for a Tabu Search algorithm.
+
+It is used by a \fBmoTS\fP.
+.PP
+Definition at line 30 of file moTSMoveLoopExpl.h.
+.SH "Constructor & Destructor Documentation"
+.PP
+.SS "template \fBmoTSMoveLoopExpl\fP< M >::\fBmoTSMoveLoopExpl\fP (\fBmoMoveInit\fP< M > & __move_init, \fBmoNextMove\fP< M > & __next_move, \fBmoMoveIncrEval\fP< M > & __incr_eval, \fBmoTabuList\fP< M > & __tabu_list, \fBmoAspirCrit\fP< M > & __aspir_crit)\fC [inline]\fP"
+.PP
+Constructor.
+.PP
+\fBParameters:\fP
+.RS 4
+\fI__move_init\fP move initialisation
+.br
+\fI__next_move\fP neighborhood explorer
+.br
+\fI__incr_eval\fP efficient evaluation
+.br
+\fI__tabu_list\fP tabu list
+.br
+\fI__aspir_crit\fP aspiration criterion
+.RE
+.PP
+
+.PP
+Definition at line 49 of file moTSMoveLoopExpl.h.
+.PP
+References moTSMoveLoopExpl< M >::aspir_crit, and moTSMoveLoopExpl< M >::tabu_list.
+.SH "Member Function Documentation"
+.PP
+.SS "template void \fBmoTSMoveLoopExpl\fP< M >::operator() (const \fBEOT\fP & __old_sol, \fBEOT\fP & __new_sol)\fC [inline]\fP"
+.PP
+Procedure which lauches the exploration.
+.PP
+The exploration continues while the chosen move is not in the tabu list or the aspiration criterion is true. If these 2 conditions are not true, the exploration stops if the move selector update function returns false.
+.PP
+\fBParameters:\fP
+.RS 4
+\fI__old_sol\fP the initial solution
+.br
+\fI__new_sol\fP the new solution
+.RE
+.PP
+
+.PP
+Definition at line 69 of file moTSMoveLoopExpl.h.
+.PP
+References moTSMoveLoopExpl< M >::aspir_crit, moTSMoveLoopExpl< M >::incr_eval, moTSMoveLoopExpl< M >::move_init, moTSMoveLoopExpl< M >::move_select, moTSMoveLoopExpl< M >::next_move, and moTSMoveLoopExpl< M >::tabu_list.
+
+.SH "Author"
+.PP
+Generated automatically by Doxygen for PARADISEO-MO from the source code.
diff --git a/trunk/paradiseo-mo/tutorial/docs/man/man3/moTabuList.3 b/trunk/paradiseo-mo/tutorial/docs/man/man3/moTabuList.3
new file mode 100644
index 000000000..0c5ed0876
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/man/man3/moTabuList.3
@@ -0,0 +1,75 @@
+.TH "moTabuList" 3 "18 Dec 2006" "Version 0.1" "PARADISEO-MO" \" -*- nroff -*-
+.ad l
+.nh
+.SH NAME
+moTabuList \- Class describing a tabu list that a \fBmoTS\fP uses.
+
+.PP
+.SH SYNOPSIS
+.br
+.PP
+\fC#include \fP
+.PP
+.SS "Public Types"
+
+.in +1c
+.ti -1c
+.RI "typedef M::EOType \fBEOT\fP"
+.br
+.RI "\fIAlias for the type. \fP"
+.in -1c
+.SS "Public Member Functions"
+
+.in +1c
+.ti -1c
+.RI "virtual void \fBadd\fP (const M &__move, const \fBEOT\fP &__sol)=0"
+.br
+.RI "\fIProcedure to add a move in the tabu list. \fP"
+.ti -1c
+.RI "virtual void \fBupdate\fP ()=0"
+.br
+.RI "\fIProcedure that updates the tabu list content. \fP"
+.ti -1c
+.RI "virtual void \fBinit\fP ()=0"
+.br
+.RI "\fIProcedure which initialises the tabu list. \fP"
+.in -1c
+.SH "Detailed Description"
+.PP
+
+.SS "template class moTabuList< M >"
+Class describing a tabu list that a \fBmoTS\fP uses.
+
+It is only a description, does nothing... A new object that herits from this class has to be defined in order to be used in a \fBmoTS\fP.
+.PP
+Definition at line 22 of file moTabuList.h.
+.SH "Member Function Documentation"
+.PP
+.SS "template virtual void \fBmoTabuList\fP< M >::add (const M & __move, const \fBEOT\fP & __sol)\fC [pure virtual]\fP"
+.PP
+Procedure to add a move in the tabu list.
+.PP
+The two parameters have not to be modified so they are constant parameters
+.PP
+\fBParameters:\fP
+.RS 4
+\fI__move\fP a new tabu move
+.br
+\fI__sol\fP the solution associated to this move
+.RE
+.PP
+
+.SS "template virtual void \fBmoTabuList\fP< M >::update ()\fC [pure virtual]\fP"
+.PP
+Procedure that updates the tabu list content.
+.PP
+Generally, a counter associated to each saved move is decreased by one.
+.SS "template virtual void \fBmoTabuList\fP< M >::init ()\fC [pure virtual]\fP"
+.PP
+Procedure which initialises the tabu list.
+.PP
+Can be useful if the data structure needs to be allocated before being used.
+
+.SH "Author"
+.PP
+Generated automatically by Doxygen for PARADISEO-MO from the source code.
diff --git a/trunk/paradiseo-mo/tutorial/docs/mo.doxytag b/trunk/paradiseo-mo/tutorial/docs/mo.doxytag
new file mode 100644
index 000000000..f7c6666c2
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/docs/mo.doxytag
@@ -0,0 +1,884 @@
+
+
+
+ main
+ Welcome to PARADISEO-Moving Objects
+ main
+ intro
+ tutorial
+ install
+ design
+
+
+ EmptySelection
+ class_empty_selection.html
+
+
+ moAlgo
+ classmo_algo.html
+ EOT
+
+
+ moAspirCrit
+ classmo_aspir_crit.html
+ M
+
+ virtual void
+ init
+ classmo_aspir_crit.html
+ a8ce84510a5ec7c9078381e542c6d140
+ ()=0
+
+
+
+ moBestImprSelect
+ classmo_best_impr_select.html
+ M
+
+ M::EOType::Fitness
+ Fitness
+ classmo_best_impr_select.html
+ c4ae17435221fb0a8e8acd285210cfcb
+
+
+ void
+ init
+ classmo_best_impr_select.html
+ 2d2abf9aa17dc77cbb4f41810ab7b956
+ (const Fitness &__fit)
+
+
+ bool
+ update
+ classmo_best_impr_select.html
+ d10e3e6f8a0277731e95ef506d064d6d
+ (const M &__move, const Fitness &__fit)
+
+
+ void
+ operator()
+ classmo_best_impr_select.html
+ 169773d4d127acd782cf379f758222da
+ (M &__move, Fitness &__fit)
+
+
+ bool
+ first_time
+ classmo_best_impr_select.html
+ 352b14d206b0772eb9f40efb7beb0f13
+
+
+ M
+ best_move
+ classmo_best_impr_select.html
+ bd86f70519f954c07ff0d8a2a3a8ff6a
+
+
+ Fitness
+ best_fit
+ classmo_best_impr_select.html
+ dcac897424b5805f146bb1dbb429f2fe
+
+
+
+ moCoolSched
+ classmo_cool_sched.html
+
+
+ moEasyCoolSched
+ classmo_easy_cool_sched.html
+
+ moEasyCoolSched
+ classmo_easy_cool_sched.html
+ c556b41343700293bb17e3b20d81e0f2
+ (double __threshold, double __ratio)
+
+
+ bool
+ operator()
+ classmo_easy_cool_sched.html
+ ca08df878417ef1124e6933a9c2d7a0b
+ (double &__temp)
+
+
+ double
+ threshold
+ classmo_easy_cool_sched.html
+ 3dd53700390b7bb6428db80e01626c83
+
+
+ double
+ ratio
+ classmo_easy_cool_sched.html
+ 1f84deff87defafd927e8c323b188f38
+
+
+
+ moFirstImprSelect
+ classmo_first_impr_select.html
+ M
+
+ M::EOType::Fitness
+ Fitness
+ classmo_first_impr_select.html
+ 64763ce3e6d2873266624382b407fa5a
+
+
+ virtual void
+ init
+ classmo_first_impr_select.html
+ 4c5ce18ede46247a439c68f6954a4055
+ (const Fitness &__fit)
+
+
+ bool
+ update
+ classmo_first_impr_select.html
+ 7ba0882728daedc75c249647c070ccf0
+ (const M &__move, const typename M::EOType::Fitness &__fit)
+
+
+ void
+ operator()
+ classmo_first_impr_select.html
+ 3be12cf4cbaed00df7c4fa735b2c0a95
+ (M &__move, Fitness &__fit)
+
+
+ bool
+ valid
+ classmo_first_impr_select.html
+ a99c0586ba07449234705c17a258d58c
+
+
+ M
+ best_move
+ classmo_first_impr_select.html
+ dfed419a608dd7c41f07fa1f1279cb8c
+
+
+ Fitness
+ init_fit
+ classmo_first_impr_select.html
+ ce7ba63e8cc3a9164f4e546477e98ca8
+
+
+ Fitness
+ best_fit
+ classmo_first_impr_select.html
+ e1190347b76ec6fe717be32354b4a9a9
+
+
+
+ moGenSolContinue
+ classmo_gen_sol_continue.html
+ EOT
+
+ moGenSolContinue
+ classmo_gen_sol_continue.html
+ 6b6cab23a23bd8904ea52ef5141d8d0a
+ (unsigned __maxNumGen)
+
+
+ bool
+ operator()
+ classmo_gen_sol_continue.html
+ 457257cd73b474d6f7783d84d02c2e61
+ (const EOT &__sol)
+
+
+ void
+ init
+ classmo_gen_sol_continue.html
+ 6c5db8182157584b56507cc9075602d4
+ ()
+
+
+ unsigned
+ maxNumGen
+ classmo_gen_sol_continue.html
+ 6d7674fc51d17423e8ee28693a08b5af
+
+
+ unsigned
+ numGen
+ classmo_gen_sol_continue.html
+ a18ebfd270f96517b4edaa2cad3eb9e0
+
+
+
+ moHC
+ classmo_h_c.html
+ M
+
+ moHC
+ classmo_h_c.html
+ 6cafe093f86a80c225827884cb9dc5b7
+ (moMoveInit< M > &__move_init, moNextMove< M > &__next_move, moMoveIncrEval< M > &__incr_eval, moMoveSelect< M > &__move_select, eoEvalFunc< EOT > &__full_eval)
+
+
+ moHC
+ classmo_h_c.html
+ 45f27309792e584a27fa6dcb86ccda65
+ (moMoveExpl< M > &__move_expl, eoEvalFunc< EOT > &__full_eval)
+
+
+ bool
+ operator()
+ classmo_h_c.html
+ ed4e273c420efa6386c5975a696a5010
+ (EOT &__sol)
+
+
+ M::EOType
+ EOT
+ classmo_h_c.html
+ d219296ede03c679646bce2fe8ff96cb
+
+
+ EOT::Fitness
+ Fitness
+ classmo_h_c.html
+ 56487c97a7cf0c423cc879d1bbd45027
+
+
+ moMoveExpl< M > &
+ move_expl
+ classmo_h_c.html
+ f6bfb4553fb699f1e08f7d9c37d06103
+
+
+ eoEvalFunc< EOT > &
+ full_eval
+ classmo_h_c.html
+ 4b0d5cc70fc3d83f59a48b2bdea65736
+
+
+
+ moHCMoveLoopExpl
+ classmo_h_c_move_loop_expl.html
+ M
+
+ moHCMoveLoopExpl
+ classmo_h_c_move_loop_expl.html
+ 11410d648d79746253e9dc249c4ec7b5
+ (moMoveInit< M > &__move_init, moNextMove< M > &__next_move, moMoveIncrEval< M > &__incr_eval, moMoveSelect< M > &__move_select)
+
+
+ void
+ operator()
+ classmo_h_c_move_loop_expl.html
+ f48d5379caac7f6a165e9fe8840e6ccb
+ (const EOT &__old_sol, EOT &__new_sol)
+
+
+ M::EOType
+ EOT
+ classmo_h_c_move_loop_expl.html
+ 077befd4106c201eafd3ea22bcea2fe9
+
+
+ M::EOType::Fitness
+ Fitness
+ classmo_h_c_move_loop_expl.html
+ f24871224316d5549b9013a2d27ab465
+
+
+ moMoveInit< M > &
+ move_init
+ classmo_h_c_move_loop_expl.html
+ 6776fc51331c1b452d026b92448b4ffc
+
+
+ moNextMove< M > &
+ next_move
+ classmo_h_c_move_loop_expl.html
+ f716c5271e0eba9275c585dc52768443
+
+
+ moMoveIncrEval< M > &
+ incr_eval
+ classmo_h_c_move_loop_expl.html
+ 84a8fccba05ab30414281469bc8ee779
+
+
+ moMoveSelect< M > &
+ move_select
+ classmo_h_c_move_loop_expl.html
+ 13bcd1322b2b97fd665be2f60c532fbb
+
+
+
+ moImprBestFitAspirCrit
+ classmo_impr_best_fit_aspir_crit.html
+ M
+
+ M::EOType::Fitness
+ Fitness
+ classmo_impr_best_fit_aspir_crit.html
+ 0bc1a8c9af99781e662570c04750cca8
+
+
+ moImprBestFitAspirCrit
+ classmo_impr_best_fit_aspir_crit.html
+ e2c697a5cf3a7696e38bb52b6694a340
+ ()
+
+
+ void
+ init
+ classmo_impr_best_fit_aspir_crit.html
+ ffa451a14ff4ea86fb8bd9fdbc348630
+ ()
+
+
+ bool
+ operator()
+ classmo_impr_best_fit_aspir_crit.html
+ 53f62fb56dcae3051a741f1fddb0204b
+ (const M &__move, const Fitness &__fit)
+
+
+ Fitness
+ best_fit
+ classmo_impr_best_fit_aspir_crit.html
+ 9e52383f0af8013b4aff0942325e1bf3
+
+
+ bool
+ first_time
+ classmo_impr_best_fit_aspir_crit.html
+ 2d5226c7dd661b33011402dbbbe78265
+
+
+
+ moItRandNextMove
+ classmo_it_rand_next_move.html
+ M
+
+ moItRandNextMove
+ classmo_it_rand_next_move.html
+ 95ed13e1178f4e44cab7184b040b83d7
+ (moRandMove< M > &__rand_move, unsigned __max_iter)
+
+
+ bool
+ operator()
+ classmo_it_rand_next_move.html
+ 92a2fbbc02a20853b9a309e99018a102
+ (M &__move, const EOT &__sol)
+
+
+ M::EOType
+ EOT
+ classmo_it_rand_next_move.html
+ ee666007fc494bf4a5f0cd065e5671cf
+
+
+ moRandMove< M > &
+ rand_move
+ classmo_it_rand_next_move.html
+ ef9410ec5e7dfa7f002e05967931c459
+
+
+ unsigned
+ max_iter
+ classmo_it_rand_next_move.html
+ 3c476f7cc089b171493c52965f920542
+
+
+ unsigned
+ num_iter
+ classmo_it_rand_next_move.html
+ c3551d7910cf351d63f0f3427fc18504
+
+
+
+ moLSCheckPoint
+ classmo_l_s_check_point.html
+ M
+
+ void
+ operator()
+ classmo_l_s_check_point.html
+ 2f9c1250279e3f49ec77a66c10029f1e
+ (const M &__move, const typename M::EOType &__sol)
+
+
+ void
+ add
+ classmo_l_s_check_point.html
+ 66be5fe2944bcdd752f1e58105e969a6
+ (eoBF< const M &, const typename M::EOType &, void > &__f)
+
+
+ std::vector< eoBF< const M &, const typename M::EOType &, void > * >
+ func
+ classmo_l_s_check_point.html
+ ff2a31ee5689a804bd9a572c51a36ca4
+
+
+
+ moMove
+ classmo_move.html
+ EOT
+
+ EOT
+ EOType
+ classmo_move.html
+ 7fb853a91ba1319530529e515380bbba
+
+
+
+ moMoveExpl
+ classmo_move_expl.html
+ M
+
+
+ moMoveIncrEval
+ classmo_move_incr_eval.html
+ M
+
+
+ moMoveInit
+ classmo_move_init.html
+ M
+
+
+ moMoveLoopExpl
+ classmo_move_loop_expl.html
+ M
+
+
+ moMoveSelect
+ classmo_move_select.html
+ M
+
+ M::EOType::Fitness
+ Fitness
+ classmo_move_select.html
+ 8148ccc0e6fbd209c3fe6829559895c8
+
+
+ virtual void
+ init
+ classmo_move_select.html
+ bca4c43f13d26eca7163aeb272a4a52e
+ (const Fitness &__fit)=0
+
+
+ virtual bool
+ update
+ classmo_move_select.html
+ 7c157b6e64fd417acf6e900059204eb1
+ (const M &__move, const Fitness &__fit)=0
+
+
+
+ moNextMove
+ classmo_next_move.html
+ M
+
+
+ moNoAspirCrit
+ classmo_no_aspir_crit.html
+ M
+
+ bool
+ operator()
+ classmo_no_aspir_crit.html
+ 8a7180a8d5c25bfb6727d0b59551b0f8
+ (const M &__move, const typename M::EOType::Fitness &__sol)
+
+
+ void
+ init
+ classmo_no_aspir_crit.html
+ f3a286fc4c2d36bd390ba9a3074f3037
+ ()
+
+
+
+ moRandImprSelect
+ classmo_rand_impr_select.html
+ M
+
+ M::EOType::Fitness
+ Fitness
+ classmo_rand_impr_select.html
+ 3bff2fdb963297430543c82ffb567a5c
+
+
+ void
+ init
+ classmo_rand_impr_select.html
+ a19726a1509cff874801615d63a3b5d9
+ (const Fitness &__fit)
+
+
+ bool
+ update
+ classmo_rand_impr_select.html
+ 60ae5548560caee7e28d5ed2446186c9
+ (const M &__move, const Fitness &__fit)
+
+
+ void
+ operator()
+ classmo_rand_impr_select.html
+ 5ee57f77a450c0a9ce50bfccf3ad2a55
+ (M &__move, Fitness &__fit)
+
+
+ Fitness
+ init_fit
+ classmo_rand_impr_select.html
+ d153c277a0a2ea95ac484210d445b40e
+
+
+ std::vector< Fitness >
+ vect_better_fit
+ classmo_rand_impr_select.html
+ 05c7c3b858e8a25632f2f5c86b0c97a3
+
+
+ std::vector< M >
+ vect_better_moves
+ classmo_rand_impr_select.html
+ 2ace12bd179144fa71d56324694201f5
+
+
+
+ moRandMove
+ classmo_rand_move.html
+ M
+
+
+ moSA
+ classmo_s_a.html
+ M
+
+ moSA
+ classmo_s_a.html
+ ef9ffb0d95c599e0a06c78db5f2f4b12
+ (moRandMove< M > &__move_rand, moMoveIncrEval< M > &__incr_eval, moSolContinue< EOT > &__cont, double __init_temp, moCoolSched &__cool_sched, eoEvalFunc< EOT > &__full_eval)
+
+
+ bool
+ operator()
+ classmo_s_a.html
+ 0e4c54b57bc13fcbd4763883b8f719e5
+ (EOT &__sol)
+
+
+ M::EOType
+ EOT
+ classmo_s_a.html
+ d5d64a8797bdedc7b3af7893aded0bd5
+
+
+ EOT::Fitness
+ Fitness
+ classmo_s_a.html
+ 97f1a40d5ab5a0b3f878d0347b34804b
+
+
+ moRandMove< M > &
+ move_rand
+ classmo_s_a.html
+ 71c49935b63a202d25888a5f86121fec
+
+
+ moMoveIncrEval< M > &
+ incr_eval
+ classmo_s_a.html
+ 4c3be32e9832e465b24e6d33559356bc
+
+
+ moSolContinue< EOT > &
+ cont
+ classmo_s_a.html
+ 54484c8a514866ea496e0058c2e09716
+
+
+ double
+ init_temp
+ classmo_s_a.html
+ f1af7636b52aa5f6b381f8187b667bd4
+
+
+ moCoolSched &
+ cool_sched
+ classmo_s_a.html
+ c7aaf7424aa1b9f889d2ba9c959e5a1d
+
+
+ eoEvalFunc< EOT > &
+ full_eval
+ classmo_s_a.html
+ bcd6a940046f23dd741444c0b85edf2c
+
+
+
+ moSolContinue
+ classmo_sol_continue.html
+ EOT
+
+ virtual void
+ init
+ classmo_sol_continue.html
+ 064dc966a210f4ffb9515be3f03ca4c7
+ ()=0
+
+
+
+ moTabuList
+ classmo_tabu_list.html
+ M
+
+ M::EOType
+ EOT
+ classmo_tabu_list.html
+ e219715cc3fdd5626764bc50ce6357df
+
+
+ virtual void
+ add
+ classmo_tabu_list.html
+ d279d72cb486d812da1ad3d24a69c286
+ (const M &__move, const EOT &__sol)=0
+
+
+ virtual void
+ update
+ classmo_tabu_list.html
+ a2e5d1132f064093c8ed57046405f5ca
+ ()=0
+
+
+ virtual void
+ init
+ classmo_tabu_list.html
+ 0a06c459d56e8e2b408a8f3c6aec4e57
+ ()=0
+
+
+
+ moTS
+ classmo_t_s.html
+ M
+
+ moTS
+ classmo_t_s.html
+ 2be23f4524733ee6f37b71310d76407e
+ (moMoveInit< M > &__move_init, moNextMove< M > &__next_move, moMoveIncrEval< M > &__incr_eval, moTabuList< M > &__tabu_list, moAspirCrit< M > &__aspir_crit, moSolContinue< EOT > &__cont, eoEvalFunc< EOT > &__full_eval)
+
+
+ moTS
+ classmo_t_s.html
+ 508e675c4232cf2ca06dded931c90bab
+ (moMoveExpl< M > &__move_expl, moSolContinue< EOT > &__cont, eoEvalFunc< EOT > &__full_eval)
+
+
+ bool
+ operator()
+ classmo_t_s.html
+ 94d25a76fe1bc9ef0bbd0358ff55aceb
+ (EOT &__sol)
+
+
+ M::EOType
+ EOT
+ classmo_t_s.html
+ 90d19d468c12ab5bd796948ce1ce79b1
+
+
+ EOT::Fitness
+ Fitness
+ classmo_t_s.html
+ aa0eefbb17111422e495d1255f876fca
+
+
+ moMoveExpl< M > &
+ move_expl
+ classmo_t_s.html
+ 06914ddc90ca96e9158c8dbe182a7865
+
+
+ moSolContinue< EOT > &
+ cont
+ classmo_t_s.html
+ 969371cd2202f3d29cbb426f57ac7d3a
+
+
+ eoEvalFunc< EOT > &
+ full_eval
+ classmo_t_s.html
+ fb67eddae5d0bfca4ed881995523231e
+
+
+ static bool
+ first_time
+ classmo_t_s.html
+ 564bc1969548ccbd9bb7e76f92898de0
+
+
+ static pthread_mutex_t
+ mutex
+ classmo_t_s.html
+ 688f9ba42eb33cae6431f4f4eb65b9e9
+
+
+
+ moTSMoveLoopExpl
+ classmo_t_s_move_loop_expl.html
+ M
+
+ moTSMoveLoopExpl
+ classmo_t_s_move_loop_expl.html
+ 43306dae9df150a8d9dc0dec9cd6a381
+ (moMoveInit< M > &__move_init, moNextMove< M > &__next_move, moMoveIncrEval< M > &__incr_eval, moTabuList< M > &__tabu_list, moAspirCrit< M > &__aspir_crit)
+
+
+ void
+ operator()
+ classmo_t_s_move_loop_expl.html
+ f601bbd0ccc41d6fbe3df9fcd87ad9e7
+ (const EOT &__old_sol, EOT &__new_sol)
+
+
+ M::EOType
+ EOT
+ classmo_t_s_move_loop_expl.html
+ 47f42225e2ed096374b818bdb848a527
+
+
+ M::EOType::Fitness
+ Fitness
+ classmo_t_s_move_loop_expl.html
+ a1ba36c937b195ca2f7d1a24adaa7018
+
+
+ moMoveInit< M > &
+ move_init
+ classmo_t_s_move_loop_expl.html
+ 6b23f99648902fb72ed17a4a6fa4e400
+
+
+ moNextMove< M > &
+ next_move
+ classmo_t_s_move_loop_expl.html
+ aeeff6666d26ff5c67acd9c153a5ae49
+
+
+ moMoveIncrEval< M > &
+ incr_eval
+ classmo_t_s_move_loop_expl.html
+ ee4443fc8e45d840697619678628c26c
+
+
+ moBestImprSelect< M >
+ move_select
+ classmo_t_s_move_loop_expl.html
+ 35a3f3035fb8df875c281d9838904bf1
+
+
+ moTabuList< M > &
+ tabu_list
+ classmo_t_s_move_loop_expl.html
+ 0e5988a940ba218e87c53b7e56d79790
+
+
+ moAspirCrit< M > &
+ aspir_crit
+ classmo_t_s_move_loop_expl.html
+ 6786cf5422d17cbf872b07ae74ca6b0f
+
+
+
diff --git a/trunk/paradiseo-mo/tutorial/src/Makefile.am b/trunk/paradiseo-mo/tutorial/src/Makefile.am
new file mode 100644
index 000000000..ae1e51b3c
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/src/Makefile.am
@@ -0,0 +1 @@
+# Nothing to compile !
diff --git a/trunk/paradiseo-mo/tutorial/src/index.h b/trunk/paradiseo-mo/tutorial/src/index.h
new file mode 100644
index 000000000..10ac58f88
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/src/index.h
@@ -0,0 +1,26 @@
+/** @mainpage Welcome to PARADISEO-Moving Objects
+
+@section intro Introduction
+
+MO is an extension of the ANSI-C++ compliant evolutionary computation library EO.
+README file in the top-directory of the source-tree.
+
+@section design Overall Design
+
+*/
+
+
+// coding: iso-8859-1
+// mode: C++
+// c-file-style: "Stroustrup"
+// fill-column: 80
+// End:
diff --git a/trunk/paradiseo-mo/tutorial/src/mo b/trunk/paradiseo-mo/tutorial/src/mo
new file mode 100644
index 000000000..81c9fea9f
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/src/mo
@@ -0,0 +1,6 @@
+#ifndef __mo
+#define __mo
+
+#include "mo.h"
+
+#endif
diff --git a/trunk/paradiseo-mo/tutorial/src/mo.h b/trunk/paradiseo-mo/tutorial/src/mo.h
new file mode 100644
index 000000000..25e95cae5
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/src/mo.h
@@ -0,0 +1,43 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "mo.h"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* TEXT LICENCE
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef __mo_h
+#define __mo_h
+
+#include "moAspirCrit.h"
+#include "moAlgo.h"
+#include "moBestImprSelect.h"
+#include "moCoolSched.h"
+#include "moEasyCoolSched.h"
+#include "moFirstImprSelect.h"
+#include "moGenSolContinue.h"
+#include "moHC.h"
+#include "moHCMoveLoopExpl.h"
+#include "moImprBestFitAspirCrit.h"
+#include "moItRandNextMove.h"
+#include "moLSCheckPoint.h"
+#include "moMoveExpl.h"
+#include "moMove.h"
+#include "moMoveIncrEval.h"
+#include "moMoveInit.h"
+#include "moMoveLoopExpl.h"
+#include "moMoveSelect.h"
+#include "moNextMove.h"
+#include "moNoAspirCrit.h"
+#include "moRandImprSelect.h"
+#include "moRandMove.h"
+#include "moSA.h"
+#include "moSolContinue.h"
+#include "moTabuList.h"
+#include "moTS.h"
+#include "moTSMoveLoopExpl.h"
+
+#endif
diff --git a/trunk/paradiseo-mo/tutorial/src/moAlgo.h b/trunk/paradiseo-mo/tutorial/src/moAlgo.h
new file mode 100644
index 000000000..4e55c23e7
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/src/moAlgo.h
@@ -0,0 +1,26 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "moAlgo.h"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* TEXT LICENCE
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef __moAlgo_h
+#define __moAlgo_h
+
+#include
+
+//! Description of an algorithm of the mo library
+/*!
+ moHC, moTS and moSA are 3 examples of algorithm of the mo library.
+ */
+template < class EOT > class moAlgo:public eoMonOp < EOT >
+{
+
+};
+
+#endif
diff --git a/trunk/paradiseo-mo/tutorial/src/moAspirCrit.h b/trunk/paradiseo-mo/tutorial/src/moAspirCrit.h
new file mode 100644
index 000000000..99c92727b
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/src/moAspirCrit.h
@@ -0,0 +1,37 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "moAspirCrit.h"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* TEXT LICENCE
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef __moAspirCrit_h
+#define __moAspirCrit_h
+
+#include
+
+//! Description of the conditions in which a tabu move could be accepted
+/*!
+ It is only a description... An object that herits from this class is needed to be used in a moTS.
+ See moNoAspriCrit for example.
+ */
+template < class M > class moAspirCrit:public eoBF < const M &, const typename
+ M::EOType::Fitness &,
+ bool >
+{
+
+public:
+ //! Procedure which initialises all that needs a aspiration criterion.
+ /*!
+ It can be possible that this procedure do nothing...
+ */
+ virtual void
+ init () = 0;
+
+};
+
+#endif
diff --git a/trunk/paradiseo-mo/tutorial/src/moBestImprSelect.h b/trunk/paradiseo-mo/tutorial/src/moBestImprSelect.h
new file mode 100644
index 000000000..30c846236
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/src/moBestImprSelect.h
@@ -0,0 +1,93 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "moBestImprSelect.h"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef __moBestImprSelect_h
+#define __moBestImprSelect_h
+
+#include "moMoveSelect.h"
+
+//! One of the possible moMoveSelect.
+/*!
+ All neighbors are considered, and the movement
+ which enables the best improvement is selected.
+*/
+template < class M > class moBestImprSelect:public moMoveSelect < M >
+{
+
+public:
+
+ //! Alias for the fitness.
+ typedef typename M::EOType::Fitness Fitness;
+
+ //! Procedure which initialise the exploration
+ void init (const Fitness & __fit)
+ {
+
+ first_time = true;
+ }
+
+
+ //!Function that indicates if the current move has not improved the fitness.
+ /*!
+ If the given fitness enables an improvment,
+ the move (moMove) and the fitness linked to this move are saved.
+
+ \param __move a move.
+ \param __fit a fitness linked to the move.
+ \return TRUE if the move does not improve the fitness.
+ */
+ bool update (const M & __move, const Fitness & __fit)
+ {
+
+ if (first_time || __fit > best_fit)
+ {
+
+ best_fit = __fit;
+ best_move = __move;
+
+ first_time = false;
+ }
+
+ return true;
+ }
+
+ //! Procedure which saved the best move and fitness.
+ /*!
+ \param __move the current move (result of the procedure).
+ \param __fit the current fitness (result of the procedure).
+ \throws EmptySelection if no move has improved the fitness.
+ */
+ void operator () (M & __move, Fitness & __fit) throw (EmptySelection)
+ {
+
+ if (!first_time)
+ {
+ __move = best_move;
+ __fit = best_fit;
+ }
+ else
+ throw EmptySelection ();
+ }
+
+private:
+
+ //! Allowing to know if at least one move has been generated.
+ bool first_time;
+
+ //! The best move.
+ M best_move;
+
+ //! The best fitness.
+ Fitness best_fit;
+
+};
+
+#endif
diff --git a/trunk/paradiseo-mo/tutorial/src/moCoolSched.h b/trunk/paradiseo-mo/tutorial/src/moCoolSched.h
new file mode 100644
index 000000000..9ce2d40b3
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/src/moCoolSched.h
@@ -0,0 +1,27 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "moCoolSched.h"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef __moCoolSched_h
+#define __moCoolSched_h
+
+#include
+
+//! This class gives the description of a cooling schedule.
+/*!
+ It is only a description... An object that herits from this class is needed to be used in a moSA.
+ See moEasyCoolSched for example.
+*/
+class moCoolSched:public eoUF < double &, bool >
+{
+
+};
+
+#endif
diff --git a/trunk/paradiseo-mo/tutorial/src/moEasyCoolSched.h b/trunk/paradiseo-mo/tutorial/src/moEasyCoolSched.h
new file mode 100644
index 000000000..90baecc22
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/src/moEasyCoolSched.h
@@ -0,0 +1,60 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "moEasyCoolSched.h"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef __moEasyCoolSched_h
+#define __moEasyCoolSched_h
+
+#include "moCoolSched.h"
+
+//! One of the possible moCoolSched
+/*!
+ The simpliest, the temperature decrease according to a ratio until
+ it greater than a threshold.
+ */
+class moEasyCoolSched:public moCoolSched
+{
+
+public:
+ //! Simple constructor
+ /*!
+ \param __threshold the threshold.
+ \param __ratio the ratio used to descrease the temperature.
+ */
+ moEasyCoolSched (double __threshold,
+ double __ratio):threshold (__threshold), ratio (__ratio)
+ {
+
+ }
+
+ //! Function which proceeds to the cooling.
+ /*!
+ Decrease the temperature and indicates if it is greater than the threshold.
+
+ \param __temp the current temperature.
+ \return if the new temperature (current temperature * ratio) is greater than the threshold.
+ */
+ bool operator () (double &__temp)
+ {
+
+ return (__temp *= ratio) > threshold;
+ }
+
+private:
+
+ //! The temperature threhold.
+ double threshold;
+
+ //! The decreasing factor of the temperature.
+ double ratio;
+
+};
+
+#endif
diff --git a/trunk/paradiseo-mo/tutorial/src/moFirstImprSelect.h b/trunk/paradiseo-mo/tutorial/src/moFirstImprSelect.h
new file mode 100644
index 000000000..6656d5a95
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/src/moFirstImprSelect.h
@@ -0,0 +1,104 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "moFirstImprSelect.h"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef __moFirstImprSelect_h
+#define __moFirstImprSelect_h
+
+#include "moMoveSelect.h"
+
+//! One possible moMoveSelect.
+/*!
+ The neighborhood is explored until
+ a move enables an improvment of the
+ current solution.
+*/
+template < class M > class moFirstImprSelect:public moMoveSelect < M >
+{
+
+public:
+
+ //! Alias for the fitness.
+ typedef typename M::EOType::Fitness Fitness;
+
+ //! Procedure which initialise the exploration.
+ /*!
+ It save the current fitness as the initial value for the fitness.
+ */
+ virtual void init (const Fitness & __fit)
+ {
+
+ valid = false;
+ init_fit = __fit;
+ }
+
+
+ //!Function that indicates if the current move has not improved the fitness.
+ /*!
+ If the given fitness enables an improvment,
+ the move (moMove) should be applied to the current solution.
+
+ \param __move a move.
+ \param __fit a fitness linked to the move.
+ \return TRUE if the move does not improve the fitness.
+ */
+ bool update (const M & __move, const typename M::EOType::Fitness & __fit)
+ {
+
+ if (__fit > init_fit)
+ {
+
+ best_fit = __fit;
+ best_move = __move;
+ valid = true;
+
+ return false;
+ }
+ else
+ {
+ return true;
+ }
+ }
+
+ //! Procedure which saved the best move and fitness.
+ /*!
+ \param __move the current move (result of the procedure).
+ \param __fit the current fitness (result of the procedure).
+ \throws EmptySelection if no move has improved the fitness.
+ */
+ void operator () (M & __move, Fitness & __fit) throw (EmptySelection)
+ {
+
+ if (valid)
+ {
+ __move = best_move;
+ __fit = best_fit;
+ }
+ else
+ throw EmptySelection ();
+ }
+
+private:
+
+ //! Allow to know if at least one move has improved the solution.
+ bool valid;
+
+ //! Best stored movement.
+ M best_move;
+
+ //! Initial fitness.
+ Fitness init_fit;
+
+ //! Best stored fitness.
+ Fitness best_fit;
+
+};
+
+#endif
diff --git a/trunk/paradiseo-mo/tutorial/src/moGenSolContinue.h b/trunk/paradiseo-mo/tutorial/src/moGenSolContinue.h
new file mode 100644
index 000000000..79921a627
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/src/moGenSolContinue.h
@@ -0,0 +1,69 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "eoGenSolContinue.h"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef __moGenSolContinue_h
+#define __moGenSolContinue_h
+
+#include "moSolContinue.h"
+
+//! One possible stop criterion for a solution-based heuristic.
+/*!
+ The stop criterion corresponds to a maximum number of iteration.
+ */
+template < class EOT > class moGenSolContinue:public moSolContinue < EOT >
+{
+
+public:
+
+ //! Simple constructor.
+ /*!
+ \param __maxNumGen the maximum number of generation.
+ */
+ moGenSolContinue (unsigned __maxNumGen):maxNumGen (__maxNumGen), numGen (0)
+ {
+
+ }
+
+ //! Function that activates the stop criterion.
+ /*!
+ Increments the counter and returns TRUE if the
+ current number of iteration is lower than the given
+ maximum number of iterations.
+
+ \param __sol the current solution.
+ \return TRUE or FALSE according to the current generation number.
+ */
+ bool operator () (const EOT & __sol)
+ {
+
+ return (++numGen < maxNumGen);
+ }
+
+ //! Procedure which allows to initialise the generation counter.
+ /*!
+ It can also be used to reset the iteration counter.
+ */
+ void init ()
+ {
+
+ numGen = 0;
+ }
+
+private:
+
+ //! Iteration maximum number.
+ unsigned maxNumGen;
+
+ //! Iteration current number.
+ unsigned numGen;
+};
+
+#endif
diff --git a/trunk/paradiseo-mo/tutorial/src/moHC.h b/trunk/paradiseo-mo/tutorial/src/moHC.h
new file mode 100644
index 000000000..30d82ed00
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/src/moHC.h
@@ -0,0 +1,133 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "moHC.h"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef __moHC_h
+#define __moHC_h
+
+#include
+#include
+
+#include "moAlgo.h"
+#include "moMoveExpl.h"
+#include "moHCMoveLoopExpl.h"
+
+//! Hill Climbing (HC)
+/*!
+ Class which describes the algorithm for a hill climbing.
+ */
+template < class M > class moHC:public moAlgo < typename M::EOType >
+{
+
+ //! Alias for the type.
+ typedef
+ typename
+ M::EOType
+ EOT;
+
+ //! Alias for the fitness.
+ typedef
+ typename
+ EOT::Fitness
+ Fitness;
+
+public:
+
+ //! Full constructor.
+ /*!
+ All the boxes are given in order the HC to use a moHCMoveLoopExpl.
+
+ \param __move_init a move initialiser.
+ \param __next_move a neighborhood explorer.
+ \param __incr_eval a (generally) efficient evaluation function.
+ \param __move_select a move selector.
+ \param __full_eval a full evaluation function.
+ */
+moHC (moMoveInit < M > &__move_init, moNextMove < M > &__next_move, moMoveIncrEval < M > &__incr_eval, moMoveSelect < M > &__move_select, eoEvalFunc < EOT > &__full_eval):move_expl (*new moHCMoveLoopExpl < M >
+ (__move_init, __next_move, __incr_eval, __move_select)),
+ full_eval (__full_eval)
+ {
+
+ }
+
+ //! Light constructor.
+ /*!
+ This constructor allow to use another moMoveExpl (generally not a moHCMoveLoopExpl).
+
+ \param __move_expl a complete explorer.
+ \param __full_eval a full evaluation function.
+ */
+moHC (moMoveExpl < M > &__move_expl, eoEvalFunc < EOT > &__full_eval):move_expl (__move_expl),
+ full_eval
+ (__full_eval)
+ {
+
+ }
+
+ //! Function which launches the HC
+ /*!
+ The HC has to improve a current solution.
+ As the moSA and the mo TS, it can be used for HYBRIDATION in an evolutionnary algorithm.
+
+ \param __sol a current solution to improve.
+ \return TRUE.
+ */
+ bool operator ()(EOT & __sol)
+ {
+
+ if (__sol.invalid ())
+ {
+ full_eval (__sol);
+ }
+
+ EOT new_sol;
+
+ do
+ {
+
+ new_sol = __sol;
+
+ try
+ {
+
+ move_expl (__sol, new_sol);
+
+ }
+ catch (EmptySelection & __ex)
+ {
+
+ break;
+ }
+
+ if (new_sol.fitness () > __sol.fitness ())
+ {
+ __sol = new_sol;
+ }
+ else
+ {
+ break;
+ }
+
+ }
+ while (true);
+
+ return true;
+ }
+
+private:
+
+ //! Complete exploration of the neighborhood.
+ moMoveExpl < M > &move_expl;
+
+ //! A full evaluation function.
+ eoEvalFunc < EOT > &full_eval;
+};
+
+#endif
diff --git a/trunk/paradiseo-mo/tutorial/src/moHCMoveLoopExpl.h b/trunk/paradiseo-mo/tutorial/src/moHCMoveLoopExpl.h
new file mode 100644
index 000000000..f9ff78bea
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/src/moHCMoveLoopExpl.h
@@ -0,0 +1,108 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "moHCMoveLoopExpl.h"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef __moHCMoveLoopExpl_h
+#define __moHCMoveLoopExpl_h
+
+#include "moMoveLoopExpl.h"
+
+#include "moMoveInit.h"
+#include "moNextMove.h"
+#include "moMoveIncrEval.h"
+#include "moMoveSelect.h"
+
+//! Iterative explorer used by a moHC.
+template < class M > class moHCMoveLoopExpl:public moMoveLoopExpl < M >
+{
+
+ //! Alias for the type.
+ typedef typename M::EOType EOT;
+
+ //! Alias for the fitness.
+ typedef typename M::EOType::Fitness Fitness;
+
+public:
+
+ //! Constructor.
+ /*!
+ All the boxes have to be specified.
+
+ \param __move_init the move initialiser.
+ \param __next_move the neighborhood explorer.
+ \param __incr_eval (generally) efficient evaluation function.
+ \param __move_select the move selector.
+ */
+moHCMoveLoopExpl (moMoveInit < M > &__move_init, moNextMove < M > &__next_move, moMoveIncrEval < M > &__incr_eval, moMoveSelect < M > &__move_select):
+
+ move_init (__move_init),
+ next_move (__next_move),
+ incr_eval (__incr_eval), move_select (__move_select)
+ {
+
+ }
+
+ //! Procedure which launches the explorer.
+ /*!
+ The exploration starts from an old solution and provides a new solution.
+
+ \param __old_sol the current solution.
+ \param __new_sol the new_sol (result of the procedure).
+ */
+ void operator () (const EOT & __old_sol, EOT & __new_sol)
+ {
+
+ M move;
+
+ //
+ move_init (move, __old_sol); /* Restarting the exploration of
+ of the neighborhood ! */
+
+ move_select.init (__old_sol.fitness ());
+
+ while (move_select.update (move, incr_eval (move, __old_sol))
+ && next_move (move, __old_sol));
+
+ try
+ {
+
+ M best_move;
+
+ Fitness best_move_fit;
+
+ move_select (best_move, best_move_fit);
+ __new_sol.fitness (best_move_fit);
+ best_move (__new_sol);
+
+ }
+ catch (EmptySelection & __ex)
+ {
+
+ // ?
+ }
+ }
+
+private:
+
+ //! Move initialiser.
+ moMoveInit < M > &move_init;
+
+ //! Neighborhood explorer.
+ moNextMove < M > &next_move;
+
+ //! (generally) Efficient evaluation.
+ moMoveIncrEval < M > &incr_eval;
+
+ //! Move selector.
+ moMoveSelect < M > &move_select;
+
+};
+
+#endif
diff --git a/trunk/paradiseo-mo/tutorial/src/moImprBestFitAspirCrit.h b/trunk/paradiseo-mo/tutorial/src/moImprBestFitAspirCrit.h
new file mode 100644
index 000000000..d0cf06486
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/src/moImprBestFitAspirCrit.h
@@ -0,0 +1,84 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "moImprAspirCrit.h"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef __moImprBestFitAspirCrit_h
+#define __moImprBestFitAspirCrit_h
+
+#include "moAspirCrit.h"
+
+//! One of the possible moAspirCrit
+/*!
+ This criterion is satisfied when a given fitness
+ is the best ever considered.
+*/
+template < class M > class moImprBestFitAspirCrit:public moAspirCrit < M >
+{
+
+public:
+
+ //! Alias for the fitness
+ typedef typename M::EOType::Fitness Fitness;
+
+ //! Contructor
+ moImprBestFitAspirCrit ()
+ {
+
+ first_time = true;
+ }
+
+ //! Initialisation procedure
+ void init ()
+ {
+
+ first_time = true;
+ }
+
+ //! Function that indicates if the fit is better that the already saved fit
+ /*!
+ The first time, the function only saved the current move and fitness.
+
+ \param __move a move.
+ \param __fit a fitnes linked to the move.
+ \return TRUE the first time and if __fit > best_fit, else FALSE.
+ */
+ bool operator () (const M & __move, const Fitness & __fit)
+ {
+
+ if (first_time)
+ {
+
+ best_fit = __fit;
+ first_time = false;
+
+ return true;
+ }
+ else if (__fit < best_fit)
+ return false;
+
+ else
+ {
+
+ best_fit = __fit;
+
+ return true;
+ }
+ }
+
+private:
+
+ //! Best fitness found until now
+ Fitness best_fit;
+
+ //! Indicates that a fitness has been already saved or not
+ bool first_time;
+};
+
+#endif
diff --git a/trunk/paradiseo-mo/tutorial/src/moItRandNextMove.h b/trunk/paradiseo-mo/tutorial/src/moItRandNextMove.h
new file mode 100644
index 000000000..5f24bed39
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/src/moItRandNextMove.h
@@ -0,0 +1,84 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "moNextMove.h"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef __moItRandNextMove_h
+#define __moItRandNextMove_h
+
+#include "moNextMove.h"
+#include "moRandMove.h"
+
+//! One of the possible moNextMove.
+/*!
+ This class is a move (moMove) generator with a bound for the maximum number of iterations.
+*/
+template < class M > class moItRandNextMove:public moNextMove < M >
+{
+
+ //! Alias for the type.
+ typedef typename M::EOType EOT;
+
+public:
+
+ //! The constructor.
+ /*!
+ Parameters only for initialising the attributes.
+
+ \param __rand_move the random move generator.
+ \param __max_iter the iteration maximum number.
+ */
+ moItRandNextMove (moRandMove < M > &__rand_move,
+ unsigned __max_iter):rand_move (__rand_move),
+ max_iter (__max_iter), num_iter (0)
+ {
+
+ }
+
+ //! Generation of a new move
+ /*!
+ If the maximum number is not already reached, the current move is forgotten and remplaced by another one.
+
+ \param __move the current move.
+ \param __sol the current solution.
+ \return FALSE if the maximum number of iteration is reached, else TRUE.
+ */
+ bool operator () (M & __move, const EOT & __sol)
+ {
+
+ if (num_iter++ > max_iter)
+ {
+
+ num_iter = 0;
+ return false;
+ }
+ else
+ {
+
+ /* The given solution is discarded here */
+ rand_move (__move);
+ num_iter++;
+ return true;
+ }
+ }
+
+private:
+
+ //! A move generator (generally randomly).
+ moRandMove < M > &rand_move;
+
+ //! Iteration maximum number.
+ unsigned max_iter;
+
+ //! Iteration current number.
+ unsigned num_iter;
+
+};
+
+#endif
diff --git a/trunk/paradiseo-mo/tutorial/src/moLSCheckPoint.h b/trunk/paradiseo-mo/tutorial/src/moLSCheckPoint.h
new file mode 100644
index 000000000..78a8e3e52
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/src/moLSCheckPoint.h
@@ -0,0 +1,66 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "moLSCheckPoint.h"
+
+// (c) OPAC Team, LIFL, 2003
+
+/* TEXT LICENCE
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef __moSolUpdater_h
+#define __moSolUpdater_h
+
+#include
+
+//! Class which allows a checkpointing system.
+/*!
+ Thanks to this class, at each iteration, additionnal function can be used (and not only one).
+*/
+template < class M > class moLSCheckPoint:public eoBF < const M &, const typename
+ M::EOType &, void >
+{
+
+public:
+ //! Function which launches the checkpointing
+ /*!
+ Each saved function is used on the current move and the current solution.
+
+ \param __move a move.
+ \param __sol a solution.
+ */
+ void
+ operator () (const M & __move, const typename M::EOType & __sol)
+ {
+
+ for (unsigned i = 0; i < func.size (); i++)
+ {
+ func[i]->operator ()(__move, __sol);
+ }
+ }
+
+ //! Procedure which add a new function to the function vector
+ /*!
+ The new function is added at the end of the vector.
+ \param __f a new function to add.
+ */
+ void
+ add (eoBF < const M &, const typename M::EOType &, void >&__f)
+ {
+
+ func.push_back (&__f);
+ }
+
+private:
+
+ //! vector of function
+ std::vector < eoBF < const
+ M &, const
+ typename
+ M::EOType &, void >*>
+ func;
+
+};
+
+#endif
diff --git a/trunk/paradiseo-mo/tutorial/src/moMove.h b/trunk/paradiseo-mo/tutorial/src/moMove.h
new file mode 100644
index 000000000..5c7f41818
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/src/moMove.h
@@ -0,0 +1,32 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "moMove.h"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* TEXT LICENCE
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef __moMove_h
+#define __moMove_h
+
+#include
+
+//! Definition of a move.
+
+/*!
+ A move transforms a solution to another close solution.
+ It describes how a solution can be modified to another one.
+*/
+template < class EOT > class moMove:public eoUF < EOT &, void >
+{
+
+public:
+ //! Alias for the type
+ typedef EOT EOType;
+
+};
+
+#endif
diff --git a/trunk/paradiseo-mo/tutorial/src/moMoveExpl.h b/trunk/paradiseo-mo/tutorial/src/moMoveExpl.h
new file mode 100644
index 000000000..0905e3186
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/src/moMoveExpl.h
@@ -0,0 +1,29 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "eoMoveExpl.h"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef __moMoveExpl_h
+#define __moMoveExpl_h
+
+#include
+
+//! Description of a move (moMove) explorer
+/*!
+ Only a description...See moMoveLoopExpl.
+ */
+template < class M > class moMoveExpl:public eoBF < const typename
+ M::EOType &,
+ typename
+M::EOType &, void >
+{
+
+};
+
+#endif
diff --git a/trunk/paradiseo-mo/tutorial/src/moMoveIncrEval.h b/trunk/paradiseo-mo/tutorial/src/moMoveIncrEval.h
new file mode 100644
index 000000000..7dd633141
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/src/moMoveIncrEval.h
@@ -0,0 +1,32 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "eoMoveIncrEval.h"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef __moMoveIncrEval_h
+#define __moMoveIncrEval_h
+
+#include
+
+//! (generally) Efficient evaluation function based a move and a solution.
+
+/*!
+ From a move and a solution, it computes
+ a new fitness that could be associated to
+ the solution if this one is updated.
+*/
+template < class M > class moMoveIncrEval:public eoBF < const M &, const typename
+ M::EOType &,
+ typename
+ M::EOType::Fitness >
+{
+
+};
+
+#endif
diff --git a/trunk/paradiseo-mo/tutorial/src/moMoveInit.h b/trunk/paradiseo-mo/tutorial/src/moMoveInit.h
new file mode 100644
index 000000000..dfba59661
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/src/moMoveInit.h
@@ -0,0 +1,28 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "moMoveInit.h"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef __moMoveInit_h
+#define __moMoveInit_h
+
+#include
+
+//! Move (moMove) initializer
+/*!
+ Class which allows to initiase a move.
+ Only a description... An object that herits from this class needs to be designed to be used.
+ */
+template < class M > class moMoveInit:public eoBF < M &, const typename
+M::EOType &, void >
+{
+
+};
+
+#endif
diff --git a/trunk/paradiseo-mo/tutorial/src/moMoveLoopExpl.h b/trunk/paradiseo-mo/tutorial/src/moMoveLoopExpl.h
new file mode 100644
index 000000000..5d35e8aac
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/src/moMoveLoopExpl.h
@@ -0,0 +1,26 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "moMoveLoopExpl.h"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* TEXT LICENCE
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef __moMoveLoopExpl_h
+#define __moMoveLoopExpl_h
+
+#include "moMoveExpl.h"
+
+//! Class which describes an iterative explorer
+/*!
+ Only a description... moHCMoveLoopExpl and moTSMoveLoopExpl are exemples of class that are a moMoveLoopExpl.
+ */
+template < class M > class moMoveLoopExpl:public moMoveExpl < M >
+{
+
+};
+
+#endif
diff --git a/trunk/paradiseo-mo/tutorial/src/moMoveSelect.h b/trunk/paradiseo-mo/tutorial/src/moMoveSelect.h
new file mode 100644
index 000000000..7595ba61d
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/src/moMoveSelect.h
@@ -0,0 +1,65 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "moMoveSelect.h"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* TEXT LICENCE
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef __moMoveSelect_h
+#define __moMoveSelect_h
+
+#include
+
+//! Special class that describes the case of no selection.
+/*!
+ This class is used as an exception that can be thrown if a solution selector has completly failed.
+ */
+class EmptySelection
+{
+
+};
+
+//! Class that describes a move selector (moMove).
+/*!
+ It iteratively considers some moves (moMove) and their
+ associated fitnesses. The best move is so regularly updated.
+ At any time, it could be accessed.
+*/
+template < class M > class moMoveSelect:public eoBF < M &, typename M::EOType::Fitness &,
+ void >
+{
+public:
+ //! Alias for the fitness
+ typedef
+ typename
+ M::EOType::Fitness
+ Fitness;
+
+ //! Procedure which initialises all that the move selector needs including the initial fitness.
+ /*!
+ In order to know the fitness of the solution,
+ for which the neighborhood will
+ be soon explored
+
+ \param __fit the current fitness.
+ */
+ virtual void
+ init (const Fitness & __fit) = 0;
+
+ //! Function which updates the best solutions.
+ /*!
+ \param __move a new move.
+ \param __fit a fitness linked to the new move.
+ \return a boolean that expresses the need to resume the exploration.
+ */
+ virtual
+ bool
+ update (const M & __move, const Fitness & __fit) = 0;
+
+};
+
+#endif
diff --git a/trunk/paradiseo-mo/tutorial/src/moNextMove.h b/trunk/paradiseo-mo/tutorial/src/moNextMove.h
new file mode 100644
index 000000000..93748fe74
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/src/moNextMove.h
@@ -0,0 +1,29 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "moNextMove.h"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef __moNextMove_h
+#define __moNextMove_h
+
+#include
+
+//! Class which allows to generate a new move (moMove).
+/*!
+ Useful for the explorer (for moTS or moHC).
+ Does nothing... An object that herits from this class needs to be designed for being used.
+ */
+template < class M > class moNextMove:public eoBF < M &, const typename
+ M::EOType &,
+ bool >
+{
+
+};
+
+#endif
diff --git a/trunk/paradiseo-mo/tutorial/src/moNoAspirCrit.h b/trunk/paradiseo-mo/tutorial/src/moNoAspirCrit.h
new file mode 100644
index 000000000..a5e499ccb
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/src/moNoAspirCrit.h
@@ -0,0 +1,48 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "eoNoAspirCrit.h"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* TEXT LICENCE
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef __moNoAspirCrit_h
+#define __moNoAspirCrit_h
+
+#include "moAspirCrit.h"
+
+//! One of the possible aspiration criterion (moAspirCrit)
+/*!
+ The simplest : never satisfied.
+ */
+template < class M > class moNoAspirCrit:public moAspirCrit < M >
+{
+
+ //! Function which describes the aspiration criterion behaviour
+ /*!
+ Does nothing.
+
+ \param __move a move.
+ \param __sol a fitness.
+ \return FALSE.
+ */
+ bool operator () (const M & __move,
+ const typename M::EOType::Fitness & __sol)
+ {
+
+ return false;
+ }
+
+ //! Procedure which initialises all that needs a moNoAspirCrit
+ /*!
+ Nothing...
+ */
+ void init ()
+ {
+ }
+};
+
+#endif
diff --git a/trunk/paradiseo-mo/tutorial/src/moRandImprSelect.h b/trunk/paradiseo-mo/tutorial/src/moRandImprSelect.h
new file mode 100644
index 000000000..4d60e794a
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/src/moRandImprSelect.h
@@ -0,0 +1,104 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "moRandImprSelect.h"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef __moRandImprSelect_h
+#define __moRandImprSelect_h
+
+#include
+
+#include
+#include "moMoveSelect.h"
+
+//! One of the possible moMove selector (moMoveSelect)
+/*!
+ All the neighbors are considered.
+ One of them that enables an improvment of the objective function is choosen.
+*/
+template < class M > class moRandImprSelect:public moMoveSelect < M >
+{
+
+public:
+
+ //! Alias for the fitness
+ typedef typename M::EOType::Fitness Fitness;
+
+ //!Procedure which all that needs a moRandImprSelect
+ /*!
+ Give a value to the initialise fitness.
+ Clean the move and fitness vectors.
+
+ \param __fit the current best fitness
+ */
+ void init (const Fitness & __fit)
+ {
+ init_fit = __fit;
+ vect_better_fit.clear ();
+ vect_better_moves.clear ();
+ }
+
+ //! Function that updates the fitness and move vectors
+ /*!
+ if a move give a better fitness than the initial fitness,
+ it is saved and the fitness too.
+
+ \param __move a new move.
+ \param __fit a new fitness associated to the new move.
+ \return TRUE.
+ */
+ bool update (const M & __move, const Fitness & __fit)
+ {
+
+ if (__fit > init_fit)
+ {
+
+ vect_better_fit.push_back (__fit);
+ vect_better_moves.push_back (__move);
+ }
+
+ return true;
+ }
+
+ //! The move selection
+ /*!
+ One the saved move is randomly chosen.
+
+ \param __move the reference of the move that can be initialised by the function.
+ \param __fit the reference of the fitness that can be initialised by the function.
+ \throws EmptySelection If no move which improves the current fitness are found.
+ */
+ void operator () (M & __move, Fitness & __fit) throw (EmptySelection)
+ {
+
+ if (!vect_better_fit.empty ())
+ {
+
+ unsigned n = rng.random (vect_better_fit.size ());
+
+ __move = vect_better_moves[n];
+ __fit = vect_better_fit[n];
+ }
+ else
+ throw EmptySelection ();
+ }
+
+private:
+
+ //! Fitness of the current solution.
+ Fitness init_fit;
+
+ //! Candidate fitnesse vector.
+ std::vector < Fitness > vect_better_fit;
+
+ //! Candidate move vector.
+ std::vector < M > vect_better_moves;
+};
+
+#endif
diff --git a/trunk/paradiseo-mo/tutorial/src/moRandMove.h b/trunk/paradiseo-mo/tutorial/src/moRandMove.h
new file mode 100644
index 000000000..b17de3868
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/src/moRandMove.h
@@ -0,0 +1,26 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "moRandMove.h"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef __moRandMove_h
+#define __moRandMove_h
+
+#include
+
+//! Random move generator
+/*!
+ Only a description... An object that herits from this class needs to be designed in order to use a moSA.
+ */
+template < class M > class moRandMove:public eoUF < M &, void >
+{
+
+};
+
+#endif
diff --git a/trunk/paradiseo-mo/tutorial/src/moSA.h b/trunk/paradiseo-mo/tutorial/src/moSA.h
new file mode 100644
index 000000000..c3e3de263
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/src/moSA.h
@@ -0,0 +1,153 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "moSA.h"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef __moSA_h
+#define __moSA_h
+
+#include
+
+#include
+#include
+
+#include "moAlgo.h"
+#include "moRandMove.h"
+#include "moMoveIncrEval.h"
+#include "moCoolSched.h"
+#include "moSolContinue.h"
+
+#include
+
+//! Simulated Annealing (SA)
+/*!
+ Class that describes a Simulated Annealing algorithm.
+*/
+template < class M > class moSA:public moAlgo < typename M::EOType >
+{
+
+ //! Alias for the type
+ typedef
+ typename
+ M::EOType
+ EOT;
+
+ //! Alias for the fitness
+ typedef
+ typename
+ EOT::Fitness
+ Fitness;
+
+public:
+
+ //! SA constructor
+ /*!
+ All the boxes used by a SA need to be given.
+
+ \param __move_rand a move generator (generally randomly).
+ \param __incr_eval a (generaly) efficient evaluation function
+ \param __cont a stopping criterion.
+ \param __init_temp the initial temperature.
+ \param __cool_sched a cooling schedule, describes how the temperature is modified.
+ \param __full_eval a full evaluation function.
+ */
+ moSA (moRandMove < M > &__move_rand,
+ moMoveIncrEval < M > &__incr_eval,
+ moSolContinue < EOT > &__cont,
+ double __init_temp,
+ moCoolSched & __cool_sched, eoEvalFunc < EOT > &__full_eval):
+ move_rand (__move_rand),
+ incr_eval (__incr_eval),
+ cont (__cont),
+ init_temp (__init_temp),
+ cool_sched (__cool_sched),
+ full_eval (__full_eval)
+ {
+
+ }
+
+ //! function that launches the SA algorithm.
+ /*!
+ As a moTS or a moHC, the SA can be used for HYBRIDATION in an evolutionary algorithm.
+
+ \param __sol a solution to improve.
+ \return TRUE.
+ */
+ bool operator ()(EOT & __sol)
+ {
+
+ if (__sol.invalid ())
+ {
+ full_eval (__sol);
+ }
+
+ double
+ temp = init_temp;
+
+ M move;
+
+ EOT best_sol = __sol;
+
+ do
+ {
+
+ cont.init ();
+ do
+ {
+
+ move_rand (move);
+
+ Fitness delta_fit = incr_eval (move, __sol) - __sol.fitness ();
+
+ if (delta_fit > 0 || rng.uniform () < exp (delta_fit / temp))
+ {
+
+ __sol.fitness (incr_eval (move, __sol));
+ move (__sol);
+
+ /* Updating the best solution found
+ until now ? */
+ if (__sol.fitness () > best_sol.fitness ())
+ best_sol = __sol;
+ }
+
+ }
+ while (cont (__sol));
+
+ }
+ while (cool_sched (temp));
+
+ __sol = best_sol;
+
+ return true;
+ }
+
+private:
+
+ //! A move generator (generally randomly)
+ moRandMove < M > &move_rand;
+
+ //! A (generally) efficient evaluation function.
+ moMoveIncrEval < M > &incr_eval;
+
+ //! Stopping criterion before temperature update
+ moSolContinue < EOT > &cont;
+
+ //! Initial temperature
+ double
+ init_temp;
+
+ //! The cooling schedule
+ moCoolSched & cool_sched;
+
+ //! A full evaluation function.
+ eoEvalFunc < EOT > &full_eval; // Full evaluator.
+};
+
+#endif
diff --git a/trunk/paradiseo-mo/tutorial/src/moSolContinue.h b/trunk/paradiseo-mo/tutorial/src/moSolContinue.h
new file mode 100644
index 000000000..44efdd969
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/src/moSolContinue.h
@@ -0,0 +1,33 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "moSolContinue.h"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef __moSolContinue_h
+#define __moSolContinue_h
+
+#include
+
+//! Class that describes a stop criterion for a solution-based heuristic
+
+/*!
+ It allows to add an initialisation procedure to an object that is a unary function (eoUF).
+*/
+template < class EOT > class moSolContinue:public eoUF < const EOT &, bool >
+{
+
+public:
+ //! Procedure which initialises all that the stop criterion needs
+ /*!
+ Generally, it allocates some data structures or initialises some counters.
+ */
+ virtual void init () = 0;
+};
+
+#endif
diff --git a/trunk/paradiseo-mo/tutorial/src/moTS.h b/trunk/paradiseo-mo/tutorial/src/moTS.h
new file mode 100644
index 000000000..aae975b31
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/src/moTS.h
@@ -0,0 +1,184 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "moTS.h"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef __moTS_h
+#define __moTS_h
+
+#include
+#include
+
+#include "moAlgo.h"
+#include "moSolContinue.h"
+
+#include "moMoveExpl.h"
+#include "moTSMoveLoopExpl.h"
+
+#include
+
+//! Tabu Search (TS)
+/*!
+ Generic algorithm that describes a tabu search.
+ */
+template < class M > class moTS:public moAlgo < typename M::EOType >
+{
+
+ //!Alias for the type
+ typedef
+ typename
+ M::EOType
+ EOT;
+
+ //!Alias for the fitness
+ typedef
+ typename
+ EOT::Fitness
+ Fitness;
+
+public:
+
+ //!Constructor of a moTS specifying all the boxes
+ /*!
+ In this constructor, a moTSMoveLoopExpl is instanciated.
+
+ \param __move_init move initialisation
+ \param __next_move neighborhood explorer
+ \param __incr_eval efficient evaluation
+ \param __tabu_list tabu list
+ \param __aspir_crit aspiration criterion
+ \param __cont stop criterion
+ \param __full_eval full evaluation function
+ */
+moTS (moMoveInit < M > &__move_init, moNextMove < M > &__next_move, moMoveIncrEval < M > &__incr_eval, moTabuList < M > &__tabu_list, moAspirCrit < M > &__aspir_crit, moSolContinue < EOT > &__cont, eoEvalFunc < EOT > &__full_eval):move_expl (*new moTSMoveLoopExpl < M >
+ (__move_init, __next_move, __incr_eval, __tabu_list,
+ __aspir_crit)), cont (__cont), full_eval (__full_eval)
+ {
+
+ if (first_time)
+ {
+
+ pthread_mutex_init (&mutex, 0);
+
+ first_time = false;
+ }
+ }
+
+ //! Constructor with less parameters
+ /*!
+ The explorer is given in the parameters.
+
+ \param __move_expl the explorer (generally different that a moTSMoveLoopExpl)
+ \param __cont stop criterion
+ \param __full_eval full evaluation function
+ */
+moTS (moMoveExpl < M > &__move_expl, moSolContinue < EOT > &__cont, eoEvalFunc < EOT > &__full_eval):move_expl (__move_expl),
+ cont (__cont),
+ full_eval (__full_eval)
+ {
+
+ if (first_time)
+ {
+
+ pthread_mutex_init (&mutex, 0);
+
+ first_time = false;
+ }
+ }
+
+ //! Function which launchs the Tabu Search
+ /*!
+ Algorithm of the tabu search.
+ As a moSA or a moHC, it can be used for HYBRIDATION in an evolutionary algorithm.
+ For security a lock (pthread_mutex_t) is closed during the algorithm.
+
+ \param __sol a solution to improve.
+ \return TRUE.
+ */
+ bool operator ()(EOT & __sol)
+ {
+
+ pthread_mutex_lock (&mutex);
+
+ if (__sol.invalid ())
+ {
+ full_eval (__sol);
+ }
+
+ M move;
+
+ EOT best_sol = __sol, new_sol;
+
+ cont.init ();
+
+ do
+ {
+
+ new_sol = __sol;
+
+ try
+ {
+
+ move_expl (__sol, new_sol);
+
+ }
+ catch (EmptySelection & __ex)
+ {
+
+ break;
+ }
+
+ /* Updating the best solution
+ found until now ? */
+ if (new_sol.fitness () > __sol.fitness ())
+ {
+ best_sol = new_sol;
+ }
+
+ __sol = new_sol;
+
+ }
+ while (cont (__sol));
+
+ __sol = best_sol;
+
+ pthread_mutex_unlock (&mutex);
+
+ return true;
+ }
+
+private:
+
+ //! Boolean allowing to initialise the ptread_mutex_t in the constructor
+ static
+ bool
+ first_time;
+
+ //! The lock
+ static
+ pthread_mutex_t
+ mutex;
+
+ //! Neighborhood explorer
+ moMoveExpl < M > &move_expl;
+
+ //! Stop criterion
+ moSolContinue < EOT > &cont;
+
+ //! Full evaluation function
+ eoEvalFunc < EOT > &full_eval;
+};
+
+//! declaration of the mutex variable
+template < class EOT > pthread_mutex_t moTS < EOT >::mutex;
+
+//! by default, first_time must have the value true
+template < class EOT > bool moTS < EOT >::first_time = true;
+
+#endif
diff --git a/trunk/paradiseo-mo/tutorial/src/moTSMoveLoopExpl.h b/trunk/paradiseo-mo/tutorial/src/moTSMoveLoopExpl.h
new file mode 100644
index 000000000..53ed30a74
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/src/moTSMoveLoopExpl.h
@@ -0,0 +1,132 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "moTSMoveLoopExpl.h"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef __moTSMoveLoopExpl_h
+#define __moTSMoveLoopExpl_h
+
+#include "moMoveLoopExpl.h"
+
+#include "moMoveInit.h"
+#include "moNextMove.h"
+#include "moMoveIncrEval.h"
+#include "moMoveSelect.h"
+
+#include "moTabuList.h"
+#include "moAspirCrit.h"
+#include "moBestImprSelect.h"
+
+//! Explorer for a Tabu Search algorithm
+/*!
+ It is used by a moTS.
+ */
+template < class M > class moTSMoveLoopExpl:public moMoveLoopExpl < M >
+{
+
+ //!Alias for the type
+ typedef typename M::EOType EOT;
+
+ //!Alias for the fitness
+ typedef typename M::EOType::Fitness Fitness;
+
+public:
+
+ //!Constructor
+ /*!
+ \param __move_init move initialisation
+ \param __next_move neighborhood explorer
+ \param __incr_eval efficient evaluation
+ \param __tabu_list tabu list
+ \param __aspir_crit aspiration criterion
+ */
+moTSMoveLoopExpl (moMoveInit < M > &__move_init, moNextMove < M > &__next_move, moMoveIncrEval < M > &__incr_eval, moTabuList < M > &__tabu_list, moAspirCrit < M > &__aspir_crit):
+ move_init (__move_init),
+ next_move (__next_move),
+ incr_eval (__incr_eval),
+ tabu_list (__tabu_list), aspir_crit (__aspir_crit)
+ {
+
+ tabu_list.init ();
+ aspir_crit.init ();
+ }
+
+ //!Procedure which lauches the exploration
+ /*!
+ The exploration continues while the chosen move is not in the tabu list
+ or the aspiration criterion is true. If these 2 conditions are not true, the
+ exploration stops if the move selector update function returns false.
+
+ \param __old_sol the initial solution
+ \param __new_sol the new solution
+ */
+ void operator () (const EOT & __old_sol, EOT & __new_sol)
+ {
+
+ M move;
+
+
+ move_init (move, __old_sol); /* Restarting the exploration of
+ of the neighborhood ! */
+
+ move_select.init (__old_sol.fitness ());
+
+ do
+ {
+
+ Fitness fit = incr_eval (move, __old_sol);
+
+ if (!tabu_list (move, __old_sol) || aspir_crit (move, fit))
+ {
+ if (!move_select.update (move, fit))
+ break;
+ }
+
+ }
+ while (next_move (move, __old_sol));
+
+ M best_move;
+
+ Fitness best_move_fit;
+
+ move_select (best_move, best_move_fit);
+
+ __new_sol.fitness (best_move_fit);
+ best_move (__new_sol);
+
+ /* Removing moves that are
+ no more tabu */
+ tabu_list.update ();
+
+ // Updating the tabu list
+ tabu_list.add (best_move, __new_sol);
+ }
+
+private:
+
+ //!Move initialisation
+ moMoveInit < M > &move_init;
+
+ //!Neighborhood explorer
+ moNextMove < M > &next_move;
+
+ //!Efficient evaluation
+ moMoveIncrEval < M > &incr_eval;
+
+ //!Move selector
+ moBestImprSelect < M > move_select;
+
+ //!Tabu list
+ moTabuList < M > &tabu_list;
+
+ //!Aspiration criterion
+ moAspirCrit < M > &aspir_crit;
+};
+
+#endif
diff --git a/trunk/paradiseo-mo/tutorial/src/moTabuList.h b/trunk/paradiseo-mo/tutorial/src/moTabuList.h
new file mode 100644
index 000000000..d9d7445ae
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/src/moTabuList.h
@@ -0,0 +1,60 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "moTabuList.h"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef __moTabuList_h
+#define __moTabuList_h
+
+#include
+
+//! Class describing a tabu list that a moTS uses
+/*!
+ It is only a description, does nothing... A new object that herits from this class has to be defined in order
+ to be used in a moTS.
+ */
+template < class M > class moTabuList:public eoBF < const M &, const typename
+ M::EOType &,
+ bool >
+{
+
+public:
+ //! Alias for the type
+ typedef
+ typename
+ M::EOType
+ EOT;
+
+
+ //! Procedure to add a move in the tabu list
+ /*!
+ The two parameters have not to be modified so they are constant parameters
+
+ \param __move a new tabu move
+ \param __sol the solution associated to this move
+ */
+ virtual void
+ add (const M & __move, const EOT & __sol) = 0;
+
+ //! Procedure that updates the tabu list content
+ /*!
+ Generally, a counter associated to each saved move is decreased by one.
+ */
+ virtual void
+ update () = 0;
+
+ //! Procedure which initialises the tabu list
+ /*!
+ Can be useful if the data structure needs to be allocated before being used.
+ */
+ virtual void
+ init () = 0;
+};
+
+#endif
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/Lesson1/Makefile.am b/trunk/paradiseo-mo/tutorial/tutorial/Lesson1/Makefile.am
new file mode 100644
index 000000000..84bcda58d
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/Lesson1/Makefile.am
@@ -0,0 +1,20 @@
+INCLUDES = -I${EO_DIR}/src/ -I ../../src/ -I ../examples/tsp/src/
+
+AM_CXXFLAGS =\
+ -Wall\
+ -Werror\
+ -Wno-deprecated\
+ -ansi\
+ -pedantic
+
+bin_PROGRAMS = hill_climbing
+
+##############################
+hill_climbing_SOURCES = hill_climbing.cpp
+
+hill_climbing_LDFLAGS =
+
+hill_climbing_LDADD = \
+ ${EO_DIR}/src/libeo.a\
+ ${EO_DIR}/src/utils/libeoutils.a\
+ ../examples/tsp/src/libtsp.a
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/Lesson1/benchs/ali535.tsp b/trunk/paradiseo-mo/tutorial/tutorial/Lesson1/benchs/ali535.tsp
new file mode 100644
index 000000000..7fec4bf14
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/Lesson1/benchs/ali535.tsp
@@ -0,0 +1,536 @@
+535
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diff --git a/trunk/paradiseo-mo/tutorial/tutorial/Lesson1/benchs/eil101.tsp b/trunk/paradiseo-mo/tutorial/tutorial/Lesson1/benchs/eil101.tsp
new file mode 100644
index 000000000..f12903349
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/Lesson1/benchs/eil101.tsp
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diff --git a/trunk/paradiseo-mo/tutorial/tutorial/Lesson1/benchs/pr2392.tsp b/trunk/paradiseo-mo/tutorial/tutorial/Lesson1/benchs/pr2392.tsp
new file mode 100644
index 000000000..010a2c7ec
--- /dev/null
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diff --git a/trunk/paradiseo-mo/tutorial/tutorial/Lesson1/benchs/readme b/trunk/paradiseo-mo/tutorial/tutorial/Lesson1/benchs/readme
new file mode 100644
index 000000000..7203e5789
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/Lesson1/benchs/readme
@@ -0,0 +1,35 @@
+NAME : eil101
+COMMENT : 101-city problem (Christofides/Eilon)
+TYPE : TSP
+DIMENSION : 101
+EDGE_WEIGHT_TYPE : EUC_2D
+
+NAME: ali535
+TYPE: TSP
+COMMENT: 535 Airports around the globe (Padberg/Rinaldi)
+DIMENSION: 535
+EDGE_WEIGHT_TYPE: GEO
+DISPLAY_DATA_TYPE: COORD_DISPLAY
+
+NAME : pr2392
+COMMENT : 2392-city problem (Padberg/Rinaldi)
+TYPE : TSP
+DIMENSION : 2392
+EDGE_WEIGHT_TYPE : EUC_2D
+
+NAME : rl5915
+COMMENT : 5915-city TSP (Reinelt)
+TYPE : TSP
+DIMENSION : 5915
+EDGE_WEIGHT_TYPE : EUC_2D
+
+NAME : usa13509
+COMMENT : Cities with population at least 500 in the continental US.
+COMMENT : Contributed by David Applegate and Andre Rohe, based on the
+COMMENT : data set "US.lat-long" from the ftp site ftp.cs.toronto.edu.
+COMMENT : The file US.lat-long.Z can be found in the directory /doc/geography.
+TYPE : TSP
+DIMENSION : 13509
+EDGE_WEIGHT_TYPE : EUC_2D
+
+
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/Lesson1/benchs/rl5915.tsp b/trunk/paradiseo-mo/tutorial/tutorial/Lesson1/benchs/rl5915.tsp
new file mode 100644
index 000000000..9eda5f662
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/Lesson1/benchs/rl5915.tsp
@@ -0,0 +1,5916 @@
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diff --git a/trunk/paradiseo-mo/tutorial/tutorial/Lesson1/benchs/usa13509.tsp b/trunk/paradiseo-mo/tutorial/tutorial/Lesson1/benchs/usa13509.tsp
new file mode 100644
index 000000000..7fc018324
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/Lesson1/benchs/usa13509.tsp
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diff --git a/trunk/paradiseo-mo/tutorial/tutorial/Lesson1/hill_climbing b/trunk/paradiseo-mo/tutorial/tutorial/Lesson1/hill_climbing
new file mode 100755
index 000000000..9f8c5081f
Binary files /dev/null and b/trunk/paradiseo-mo/tutorial/tutorial/Lesson1/hill_climbing differ
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/Lesson1/hill_climbing.cpp b/trunk/paradiseo-mo/tutorial/tutorial/Lesson1/hill_climbing.cpp
new file mode 100644
index 000000000..3cc29c540
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/Lesson1/hill_climbing.cpp
@@ -0,0 +1,71 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "hill_climbing.cpp"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#include
+#include
+#include
+#include
+
+#include
+#include
+#include
+#include
+
+#include
+#include
+#include
+#include
+
+
+
+int main (int __argc, char * __argv []) {
+
+ if (__argc != 2) {
+
+ std :: cerr << "Usage : ./hill_climbing [instance]" << std :: endl ;
+ return 1 ;
+ }
+
+ srand (1000) ;
+
+ Graph :: load (__argv [1]) ; // Instance
+
+ Route route ; // Solution
+
+ RouteInit init ; // Sol. Random Init.
+ init (route) ;
+
+ RouteEval full_eval ; // Full. Eval.
+ full_eval (route) ;
+
+ std :: cout << "[From] " << route << std :: endl ;
+
+ /* Tools for an efficient (? :-))
+ local search ! */
+
+ TwoOptInit two_opt_init ; // Init.
+
+ TwoOptNext two_opt_next ; // Explorer.
+
+ TwoOptIncrEval two_opt_incr_eval ; // Eff. eval.
+
+ //moFirstImprSelect two_opt_select ;
+ moBestImprSelect two_opt_select ;
+ //moRandImprSelect two_opt_select ;
+
+ moHC hill_climb (two_opt_init, two_opt_next, two_opt_incr_eval, two_opt_select, full_eval) ;
+ hill_climb (route) ;
+
+ std :: cout << "[To] " << route << std :: endl ;
+
+ return 0 ;
+}
+
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/Lesson2/Makefile.am b/trunk/paradiseo-mo/tutorial/tutorial/Lesson2/Makefile.am
new file mode 100644
index 000000000..1a169aa1d
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/Lesson2/Makefile.am
@@ -0,0 +1,20 @@
+INCLUDES = -I${EO_DIR}/src/ -I ../../src/ -I ../examples/tsp/src/
+
+AM_CXXFLAGS =\
+ -Wall\
+ -Werror\
+ -Wno-deprecated\
+ -ansi\
+ -pedantic
+
+bin_PROGRAMS = tabu_search
+
+##############################
+tabu_search_SOURCES = tabu_search.cpp
+
+tabu_search_LDFLAGS =
+
+tabu_search_LDADD = \
+ ${EO_DIR}/src/libeo.a\
+ ${EO_DIR}/src/utils/libeoutils.a\
+ ../examples/tsp/src/libtsp.a
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/Lesson2/benchs/ali535.tsp b/trunk/paradiseo-mo/tutorial/tutorial/Lesson2/benchs/ali535.tsp
new file mode 100644
index 000000000..7fec4bf14
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/Lesson2/benchs/ali535.tsp
@@ -0,0 +1,536 @@
+535
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diff --git a/trunk/paradiseo-mo/tutorial/tutorial/Lesson2/benchs/eil101.tsp b/trunk/paradiseo-mo/tutorial/tutorial/Lesson2/benchs/eil101.tsp
new file mode 100644
index 000000000..f12903349
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/Lesson2/benchs/eil101.tsp
@@ -0,0 +1,102 @@
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diff --git a/trunk/paradiseo-mo/tutorial/tutorial/Lesson2/benchs/pr2392.tsp b/trunk/paradiseo-mo/tutorial/tutorial/Lesson2/benchs/pr2392.tsp
new file mode 100644
index 000000000..010a2c7ec
--- /dev/null
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diff --git a/trunk/paradiseo-mo/tutorial/tutorial/Lesson2/benchs/readme b/trunk/paradiseo-mo/tutorial/tutorial/Lesson2/benchs/readme
new file mode 100644
index 000000000..7203e5789
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/Lesson2/benchs/readme
@@ -0,0 +1,35 @@
+NAME : eil101
+COMMENT : 101-city problem (Christofides/Eilon)
+TYPE : TSP
+DIMENSION : 101
+EDGE_WEIGHT_TYPE : EUC_2D
+
+NAME: ali535
+TYPE: TSP
+COMMENT: 535 Airports around the globe (Padberg/Rinaldi)
+DIMENSION: 535
+EDGE_WEIGHT_TYPE: GEO
+DISPLAY_DATA_TYPE: COORD_DISPLAY
+
+NAME : pr2392
+COMMENT : 2392-city problem (Padberg/Rinaldi)
+TYPE : TSP
+DIMENSION : 2392
+EDGE_WEIGHT_TYPE : EUC_2D
+
+NAME : rl5915
+COMMENT : 5915-city TSP (Reinelt)
+TYPE : TSP
+DIMENSION : 5915
+EDGE_WEIGHT_TYPE : EUC_2D
+
+NAME : usa13509
+COMMENT : Cities with population at least 500 in the continental US.
+COMMENT : Contributed by David Applegate and Andre Rohe, based on the
+COMMENT : data set "US.lat-long" from the ftp site ftp.cs.toronto.edu.
+COMMENT : The file US.lat-long.Z can be found in the directory /doc/geography.
+TYPE : TSP
+DIMENSION : 13509
+EDGE_WEIGHT_TYPE : EUC_2D
+
+
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/Lesson2/benchs/rl5915.tsp b/trunk/paradiseo-mo/tutorial/tutorial/Lesson2/benchs/rl5915.tsp
new file mode 100644
index 000000000..9eda5f662
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/Lesson2/benchs/rl5915.tsp
@@ -0,0 +1,5916 @@
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diff --git a/trunk/paradiseo-mo/tutorial/tutorial/Lesson2/benchs/usa13509.tsp b/trunk/paradiseo-mo/tutorial/tutorial/Lesson2/benchs/usa13509.tsp
new file mode 100644
index 000000000..7fc018324
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/Lesson2/benchs/usa13509.tsp
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diff --git a/trunk/paradiseo-mo/tutorial/tutorial/Lesson2/tabu_search b/trunk/paradiseo-mo/tutorial/tutorial/Lesson2/tabu_search
new file mode 100755
index 000000000..1102aac51
Binary files /dev/null and b/trunk/paradiseo-mo/tutorial/tutorial/Lesson2/tabu_search differ
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/Lesson2/tabu_search.cpp b/trunk/paradiseo-mo/tutorial/tutorial/Lesson2/tabu_search.cpp
new file mode 100644
index 000000000..9c1cf2fc9
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/Lesson2/tabu_search.cpp
@@ -0,0 +1,73 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "tabu_search.cpp"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#include
+#include
+#include
+#include
+#include
+#include
+#include
+
+#include
+#include
+#include
+#include
+
+#include
+#include
+#include
+#include
+#include
+
+int main (int __argc, char * __argv []) {
+
+ if (__argc != 2) {
+
+ std :: cerr << "Usage : ./tabu_search [instance]" << std :: endl ;
+ return 1 ;
+ }
+
+ Graph :: load (__argv [1]) ; // Instance
+
+ Route route ; // Solution
+
+ RouteInit init ; // Sol. Random Init.
+ init (route) ;
+
+ RouteEval full_eval ; // Full. Eval.
+ full_eval (route) ;
+
+ std :: cout << "[From] " << route << std :: endl ;
+
+ /* Tools for an efficient (? :-))
+ local search ! */
+
+ TwoOptInit two_opt_init ; // Init.
+
+ TwoOptNext two_opt_next ; // Explorer.
+
+ TwoOptIncrEval two_opt_incr_eval ; // Eff. eval.
+
+ TwoOptTabuList tabu_list ; // Tabu List
+
+ moNoAspirCrit aspir_crit ; // Aspiration Criterion
+
+ moGenSolContinue cont (50000) ; // Continuator
+
+ moTS tabu_search (two_opt_init, two_opt_next, two_opt_incr_eval, tabu_list, aspir_crit, cont, full_eval) ;
+ tabu_search (route) ;
+
+ std :: cout << "[To] " << route << std :: endl ;
+
+ return 0 ;
+}
+
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/Lesson3/Makefile.am b/trunk/paradiseo-mo/tutorial/tutorial/Lesson3/Makefile.am
new file mode 100644
index 000000000..967652ed5
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/Lesson3/Makefile.am
@@ -0,0 +1,20 @@
+INCLUDES = -I${EO_DIR}/src/ -I ../../src/ -I ../examples/tsp/src/
+
+AM_CXXFLAGS =\
+ -Wall\
+ -Werror\
+ -Wno-deprecated\
+ -ansi\
+ -pedantic
+
+bin_PROGRAMS = simulated_annealing
+
+##############################
+simulated_annealing_SOURCES = simulated_annealing.cpp
+
+simulated_annealing_LDFLAGS =
+
+simulated_annealing_LDADD = \
+ ${EO_DIR}/src/libeo.a\
+ ${EO_DIR}/src/utils/libeoutils.a\
+ ../examples/tsp/src/libtsp.a
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/Lesson3/benchs/ali535.tsp b/trunk/paradiseo-mo/tutorial/tutorial/Lesson3/benchs/ali535.tsp
new file mode 100644
index 000000000..7fec4bf14
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/Lesson3/benchs/ali535.tsp
@@ -0,0 +1,536 @@
+535
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diff --git a/trunk/paradiseo-mo/tutorial/tutorial/Lesson3/benchs/eil101.tsp b/trunk/paradiseo-mo/tutorial/tutorial/Lesson3/benchs/eil101.tsp
new file mode 100644
index 000000000..f12903349
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/Lesson3/benchs/eil101.tsp
@@ -0,0 +1,102 @@
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diff --git a/trunk/paradiseo-mo/tutorial/tutorial/Lesson3/benchs/pr2392.tsp b/trunk/paradiseo-mo/tutorial/tutorial/Lesson3/benchs/pr2392.tsp
new file mode 100644
index 000000000..010a2c7ec
--- /dev/null
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diff --git a/trunk/paradiseo-mo/tutorial/tutorial/Lesson3/benchs/readme b/trunk/paradiseo-mo/tutorial/tutorial/Lesson3/benchs/readme
new file mode 100644
index 000000000..7203e5789
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/Lesson3/benchs/readme
@@ -0,0 +1,35 @@
+NAME : eil101
+COMMENT : 101-city problem (Christofides/Eilon)
+TYPE : TSP
+DIMENSION : 101
+EDGE_WEIGHT_TYPE : EUC_2D
+
+NAME: ali535
+TYPE: TSP
+COMMENT: 535 Airports around the globe (Padberg/Rinaldi)
+DIMENSION: 535
+EDGE_WEIGHT_TYPE: GEO
+DISPLAY_DATA_TYPE: COORD_DISPLAY
+
+NAME : pr2392
+COMMENT : 2392-city problem (Padberg/Rinaldi)
+TYPE : TSP
+DIMENSION : 2392
+EDGE_WEIGHT_TYPE : EUC_2D
+
+NAME : rl5915
+COMMENT : 5915-city TSP (Reinelt)
+TYPE : TSP
+DIMENSION : 5915
+EDGE_WEIGHT_TYPE : EUC_2D
+
+NAME : usa13509
+COMMENT : Cities with population at least 500 in the continental US.
+COMMENT : Contributed by David Applegate and Andre Rohe, based on the
+COMMENT : data set "US.lat-long" from the ftp site ftp.cs.toronto.edu.
+COMMENT : The file US.lat-long.Z can be found in the directory /doc/geography.
+TYPE : TSP
+DIMENSION : 13509
+EDGE_WEIGHT_TYPE : EUC_2D
+
+
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/Lesson3/benchs/rl5915.tsp b/trunk/paradiseo-mo/tutorial/tutorial/Lesson3/benchs/rl5915.tsp
new file mode 100644
index 000000000..9eda5f662
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/Lesson3/benchs/rl5915.tsp
@@ -0,0 +1,5916 @@
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diff --git a/trunk/paradiseo-mo/tutorial/tutorial/Lesson3/benchs/usa13509.tsp b/trunk/paradiseo-mo/tutorial/tutorial/Lesson3/benchs/usa13509.tsp
new file mode 100644
index 000000000..7fc018324
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/Lesson3/benchs/usa13509.tsp
@@ -0,0 +1,13510 @@
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diff --git a/trunk/paradiseo-mo/tutorial/tutorial/Lesson3/simulated_annealing b/trunk/paradiseo-mo/tutorial/tutorial/Lesson3/simulated_annealing
new file mode 100755
index 000000000..8915fc20e
Binary files /dev/null and b/trunk/paradiseo-mo/tutorial/tutorial/Lesson3/simulated_annealing differ
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/Lesson3/simulated_annealing.cpp b/trunk/paradiseo-mo/tutorial/tutorial/Lesson3/simulated_annealing.cpp
new file mode 100644
index 000000000..364a01fe8
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/Lesson3/simulated_annealing.cpp
@@ -0,0 +1,67 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "simulated_annealing.cpp"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#include
+#include
+#include
+
+#include
+#include
+#include
+#include
+
+#include
+#include
+#include
+
+int main (int __argc, char * __argv []) {
+
+ if (__argc != 2) {
+
+ std :: cerr << "Usage : ./simulated_annealing [instance]" << std :: endl ;
+ return 1 ;
+ }
+
+ Graph :: load (__argv [1]) ; // Instance
+
+ Route route ; // Solution
+
+ RouteInit init ; // Sol. Random Init.
+ init (route) ;
+
+ RouteEval full_eval ; // Full. Eval.
+ full_eval (route) ;
+
+ std :: cout << "[From] " << route << std :: endl ;
+
+ /* Tools for an efficient (? :-))
+ local search ! */
+
+ TwoOptRand two_opt_rand ; // Route Random. Gen.
+
+ TwoOptIncrEval two_opt_incr_eval ; // Eff. eval.
+
+ TwoOpt move ;
+
+ moEasyCoolSched cool_sched (0.1, 0.98) ; // Cooling Schedule
+
+ moGenSolContinue cont (1000) ; /* Temperature Descreasing
+ will occur each 100
+ iterations */
+
+ moSA simul_anneal (two_opt_rand, two_opt_incr_eval, cont, 1000, cool_sched, full_eval) ;
+ simul_anneal (route) ;
+
+ std :: cout << "[To] " << route << std :: endl ;
+
+ return 0 ;
+}
+
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/Makefile.am b/trunk/paradiseo-mo/tutorial/tutorial/Makefile.am
new file mode 100644
index 000000000..d4b5c340c
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/Makefile.am
@@ -0,0 +1 @@
+SUBDIRS = examples Lesson1 Lesson2 Lesson3
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/examples/Makefile.am b/trunk/paradiseo-mo/tutorial/tutorial/examples/Makefile.am
new file mode 100644
index 000000000..9f1b78722
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/examples/Makefile.am
@@ -0,0 +1 @@
+SUBDIRS = tsp
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/Makefile.am b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/Makefile.am
new file mode 100644
index 000000000..af437a64d
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/Makefile.am
@@ -0,0 +1 @@
+SUBDIRS = src
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/benchs/ali535.tsp b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/benchs/ali535.tsp
new file mode 100644
index 000000000..7fec4bf14
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/benchs/ali535.tsp
@@ -0,0 +1,536 @@
+535
+36.49 7.49
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diff --git a/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/benchs/eil101.tsp b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/benchs/eil101.tsp
new file mode 100644
index 000000000..f12903349
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/benchs/eil101.tsp
@@ -0,0 +1,102 @@
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diff --git a/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/benchs/pr2392.tsp b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/benchs/pr2392.tsp
new file mode 100644
index 000000000..010a2c7ec
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/benchs/pr2392.tsp
@@ -0,0 +1,2393 @@
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diff --git a/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/benchs/readme b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/benchs/readme
new file mode 100644
index 000000000..7203e5789
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/benchs/readme
@@ -0,0 +1,35 @@
+NAME : eil101
+COMMENT : 101-city problem (Christofides/Eilon)
+TYPE : TSP
+DIMENSION : 101
+EDGE_WEIGHT_TYPE : EUC_2D
+
+NAME: ali535
+TYPE: TSP
+COMMENT: 535 Airports around the globe (Padberg/Rinaldi)
+DIMENSION: 535
+EDGE_WEIGHT_TYPE: GEO
+DISPLAY_DATA_TYPE: COORD_DISPLAY
+
+NAME : pr2392
+COMMENT : 2392-city problem (Padberg/Rinaldi)
+TYPE : TSP
+DIMENSION : 2392
+EDGE_WEIGHT_TYPE : EUC_2D
+
+NAME : rl5915
+COMMENT : 5915-city TSP (Reinelt)
+TYPE : TSP
+DIMENSION : 5915
+EDGE_WEIGHT_TYPE : EUC_2D
+
+NAME : usa13509
+COMMENT : Cities with population at least 500 in the continental US.
+COMMENT : Contributed by David Applegate and Andre Rohe, based on the
+COMMENT : data set "US.lat-long" from the ftp site ftp.cs.toronto.edu.
+COMMENT : The file US.lat-long.Z can be found in the directory /doc/geography.
+TYPE : TSP
+DIMENSION : 13509
+EDGE_WEIGHT_TYPE : EUC_2D
+
+
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/benchs/rl5915.tsp b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/benchs/rl5915.tsp
new file mode 100644
index 000000000..9eda5f662
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/benchs/rl5915.tsp
@@ -0,0 +1,5916 @@
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diff --git a/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/benchs/usa13509.tsp b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/benchs/usa13509.tsp
new file mode 100644
index 000000000..7fc018324
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/benchs/usa13509.tsp
@@ -0,0 +1,13510 @@
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diff --git a/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/Makefile.am b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/Makefile.am
new file mode 100644
index 000000000..319cac57b
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/Makefile.am
@@ -0,0 +1,31 @@
+INCLUDES = -I ${EO_DIR}/src/ -I ../../../../src/
+
+
+AM_CXXFLAGS =\
+ -Wall\
+ -Werror\
+ -Wno-deprecated\
+ -ansi\
+ -pedantic
+
+lib_LIBRARIES = libtsp.a
+
+libtsp_a_SOURCES =\
+ graph.cpp\
+ route_init.cpp\
+ route_eval.cpp\
+ part_route_eval.cpp\
+ edge_xover.cpp\
+ order_xover.cpp\
+ route_valid.cpp\
+ partial_mapped_xover.cpp\
+ city_swap.cpp\
+ two_opt.cpp\
+ two_opt_init.cpp\
+ two_opt_next.cpp\
+ two_opt_incr_eval.cpp\
+ two_opt_tabu_list.cpp\
+ two_opt_rand.cpp
+
+
+
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/city_swap.cpp b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/city_swap.cpp
new file mode 100644
index 000000000..567f53fb6
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/city_swap.cpp
@@ -0,0 +1,24 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "city_swap.cpp"
+
+// (c) OPAC Team, LIFL, 2002-2006
+
+/* TEXT LICENCE
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#include
+
+#include "city_swap.h"
+
+bool CitySwap :: operator () (Route & __route) {
+
+ std :: swap (__route [rng.random (__route.size ())],
+ __route [rng.random (__route.size ())]) ;
+
+ __route.invalidate () ;
+
+ return true ;
+}
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/city_swap.h b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/city_swap.h
new file mode 100644
index 000000000..784324e1f
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/city_swap.h
@@ -0,0 +1,29 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "city_swap.h"
+
+// (c) OPAC Team, LIFL, 2002-2006
+
+/* TEXT LICENCE
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef city_swap_h
+#define city_swap_h
+
+#include
+
+#include "route.h"
+
+/** Its swaps two vertices
+ randomly choosen */
+class CitySwap : public eoMonOp {
+
+public :
+
+ bool operator () (Route & __route) ;
+
+} ;
+
+#endif
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/edge_xover.cpp b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/edge_xover.cpp
new file mode 100644
index 000000000..5107ba098
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/edge_xover.cpp
@@ -0,0 +1,126 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "edge_xover.cpp"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#include
+
+#include
+
+#include "edge_xover.h"
+#include "route_valid.h"
+
+#define MAXINT 1000000
+
+void EdgeXover :: build_map (const Route & __par1, const Route & __par2) {
+
+ unsigned len = __par1.size () ;
+
+ /* Initialization */
+ _map.clear () ;
+ _map.resize (len) ;
+
+ for (unsigned i = 0 ; i < len ; i ++) {
+ _map [__par1 [i]].insert (__par1 [(i + 1) % len]) ;
+ _map [__par2 [i]].insert (__par2 [(i + 1) % len]) ;
+ _map [__par1 [i]].insert (__par1 [(i - 1 + len) % len]) ;
+ _map [__par2 [i]].insert (__par2 [(i - 1 + len) % len]) ;
+ }
+
+ visited.clear () ;
+ visited.resize (len, false) ;
+}
+
+void EdgeXover :: remove_entry (unsigned __vertex, std :: vector > & __map) {
+
+ std :: set & neigh = __map [__vertex] ;
+
+ for (std :: set :: iterator it = neigh.begin () ;
+ it != neigh.end () ;
+ it ++)
+ __map [* it].erase (__vertex) ;
+
+}
+
+void EdgeXover :: add_vertex (unsigned __vertex, Route & __child) {
+
+ visited [__vertex] = true ;
+ __child.push_back (__vertex) ;
+ remove_entry (__vertex, _map) ; /* Removing entries */
+}
+
+void EdgeXover :: cross (const Route & __par1, const Route & __par2, Route & __child) {
+
+ build_map (__par1, __par2) ;
+
+ unsigned len = __par1.size () ;
+
+ /* Go ! */
+ __child.clear () ;
+
+ unsigned cur_vertex = rng.random (len) ;
+
+ add_vertex (cur_vertex, __child) ;
+
+ for (unsigned i = 1 ; i < len ; i ++) {
+
+ unsigned len_min_entry = MAXINT ;
+
+ std :: set & neigh = _map [cur_vertex] ;
+
+ for (std :: set :: iterator it = neigh.begin () ;
+ it != neigh.end () ;
+ it ++) {
+ unsigned l = _map [* it].size () ;
+ if (len_min_entry > l)
+ len_min_entry = l ;
+ }
+
+ std :: vector cand ; /* Candidates */
+
+ for (std :: set :: iterator it = neigh.begin () ;
+ it != neigh.end () ;
+ it ++) {
+ unsigned l = _map [* it].size () ;
+ if (len_min_entry == l)
+ cand.push_back (* it) ;
+ }
+
+ if (! cand.size ()) {
+
+ /* Oh no ! Implicit mutation */
+ for (unsigned j = 0 ; j < len ; j ++)
+ if (! visited [j])
+ cand.push_back (j) ;
+ }
+
+ cur_vertex = cand [rng.random (cand.size ())] ;
+
+ add_vertex (cur_vertex, __child) ;
+ }
+}
+
+bool EdgeXover :: operator () (Route & __route1, Route & __route2) {
+
+ // Init. copy
+ Route par [2] ;
+ par [0] = __route1 ;
+ par [1] = __route2 ;
+
+ cross (par [0], par [1], __route1) ;
+ cross (par [1], par [0], __route2) ;
+
+ assert (valid (__route1)) ;
+ assert (valid (__route2)) ;
+
+ __route1.invalidate () ;
+ __route2.invalidate () ;
+
+ return true ;
+}
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/edge_xover.h b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/edge_xover.h
new file mode 100644
index 000000000..0fd20544b
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/edge_xover.h
@@ -0,0 +1,46 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "edge_xover.h"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* TEXT LICENCE
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef edge_xover_h
+#define edge_xover_h
+
+#include
+#include
+
+#include
+
+#include "route.h"
+
+/** Edge Crossover */
+class EdgeXover : public eoQuadOp {
+
+public :
+
+ bool operator () (Route & __route1, Route & __route2) ;
+
+private :
+
+ void cross (const Route & __par1, const Route & __par2, Route & __child) ; /* Binary */
+
+ void remove_entry (unsigned __vertex, std :: vector > & __map) ;
+ /* Updating the map of entries */
+
+ void build_map (const Route & __par1, const Route & __par2) ;
+
+ void add_vertex (unsigned __vertex, Route & __child) ;
+
+ std :: vector > _map ; /* The handled map */
+
+ std :: vector visited ; /* Vertices that are already visited */
+
+} ;
+
+#endif
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/graph.cpp b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/graph.cpp
new file mode 100644
index 000000000..e73a8d670
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/graph.cpp
@@ -0,0 +1,80 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "graph.cpp"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#include
+#include
+#include
+
+#include "graph.h"
+
+namespace Graph {
+
+ static std :: vector > vectCoord ; // Coordinates
+
+ static std :: vector > dist ; // Distances Mat.
+
+ unsigned size () {
+
+ return dist.size () ;
+ }
+
+ void computeDistances () {
+
+ // Dim.
+ unsigned numCities = vectCoord.size () ;
+ dist.resize (numCities) ;
+ for (unsigned i = 0 ; i < dist.size () ; i ++)
+ dist [i].resize (numCities) ;
+
+ // Computations.
+ for (unsigned i = 0 ; i < dist.size () ; i ++)
+ for (unsigned j = i + 1 ; j < dist.size () ; j ++) {
+ double distX = vectCoord [i].first - vectCoord [j].first ;
+ double distY = vectCoord [i].second - vectCoord [j].second ;
+ dist [i] [j] = dist [j] [i] = (unsigned) (sqrt ((float) (distX * distX + distY * distY)) + 0.5) ;
+ }
+ }
+
+ void load (const char * __fileName) {
+
+ std :: ifstream f (__fileName) ;
+
+ std :: cout << ">> Loading [" << __fileName << "]" << std :: endl ;
+
+ if (f) {
+
+ unsigned num_vert ;
+
+ f >> num_vert ;
+ vectCoord.resize (num_vert) ;
+
+ for (unsigned i = 0 ; i < num_vert ; i ++)
+ f >> vectCoord [i].first >> vectCoord [i].second ;
+
+ f.close () ;
+
+ computeDistances () ;
+ }
+ else {
+
+ std :: cout << __fileName << " doesn't exist !!!" << std :: endl ;
+ // Bye !!!
+ exit (1) ;
+ }
+ }
+
+ float distance (unsigned __from, unsigned __to) {
+
+ return dist [__from] [__to] ;
+ }
+}
+
+
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/graph.h b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/graph.h
new file mode 100644
index 000000000..b6a4adc21
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/graph.h
@@ -0,0 +1,30 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "graph.h"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef graph_h
+#define graph_h
+
+#include
+#include
+
+namespace Graph {
+
+ void load (const char * __file_name) ;
+ /* Loading cities
+ (expressed by their coordinates)
+ from the given file name */
+
+ float distance (unsigned __from, unsigned __to) ;
+
+ unsigned size () ; // How many cities ?
+}
+
+#endif
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/libtsp.a b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/libtsp.a
new file mode 100644
index 000000000..f4e446f7e
Binary files /dev/null and b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/libtsp.a differ
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/mix.h b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/mix.h
new file mode 100644
index 000000000..979f0b079
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/mix.h
@@ -0,0 +1,23 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "mix.h"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef mix_h
+#define mix_h
+
+#include
+
+template void mix (std :: vector & __vect) {
+
+ for (unsigned i = 0 ; i < __vect.size () ; i ++)
+ std :: swap (__vect [i], __vect [rng.random (__vect.size ())]) ;
+}
+
+#endif
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/order_xover.cpp b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/order_xover.cpp
new file mode 100644
index 000000000..c845e0b5c
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/order_xover.cpp
@@ -0,0 +1,90 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "order_xover.cpp"
+
+// (c) OPAC Team, LIFL, 2002-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#include
+#include
+
+#include
+
+#include "order_xover.h"
+#include "route_valid.h"
+
+void OrderXover :: cross (const Route & __par1, const Route & __par2, Route & __child) {
+
+ unsigned cut = rng.random (__par1.size ()) ;
+
+ /* To store vertices that have
+ already been crossed */
+ vector v;
+ v.resize(__par1.size());
+
+ for (unsigned i = 0 ; i < __par1.size () ; i ++)
+ {
+ v [i] = false ;
+ }
+
+ /* Copy of the left partial
+ route of the first parent */
+ for (unsigned i = 0 ; i < cut ; i ++) {
+ __child [i] = __par1 [i] ;
+ v [__par1 [i]] = true ;
+ }
+
+ /* Searching the vertex of the second path, that ended
+ the previous first one */
+ unsigned from = 0 ;
+ for (unsigned i = 0 ; i < __par2.size () ; i ++)
+ {
+ if (__par2 [i] == __child [cut - 1]) {
+ from = i ;
+ break ;
+ }
+ }
+
+ /* Selecting a direction
+ Left or Right */
+ char direct = rng.flip () ? 1 : -1 ;
+
+ /* Copy of the left vertices from
+ the second parent path */
+ unsigned l = cut ;
+
+ for (unsigned i = 0 ; i < __par2.size () ; i ++)
+ {
+ unsigned bidule /* :-) */ = (direct * i + from + __par2.size ()) % __par2.size () ;
+ if (! v [__par2 [bidule]])
+ {
+ __child [l ++] = __par2 [bidule] ;
+ v [__par2 [bidule]] = true ;
+ }
+ }
+
+ v.clear();
+}
+
+bool OrderXover :: operator () (Route & __route1, Route & __route2) {
+
+ // Init. copy
+ Route par [2] ;
+ par [0] = __route1 ;
+ par [1] = __route2 ;
+
+ cross (par [0], par [1], __route1) ;
+ cross (par [1], par [0], __route2) ;
+
+ assert (valid (__route1)) ;
+ assert (valid (__route2)) ;
+
+ __route1.invalidate () ;
+ __route2.invalidate () ;
+
+ return true ;
+}
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/order_xover.h b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/order_xover.h
new file mode 100644
index 000000000..e41761b6d
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/order_xover.h
@@ -0,0 +1,31 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "order_xover.h"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef order_xover_h
+#define order_xover_h
+
+#include
+
+#include "route.h"
+
+/** Order Crossover */
+class OrderXover : public eoQuadOp {
+
+public :
+
+ bool operator () (Route & __route1, Route & __route2) ;
+
+private :
+
+ void cross (const Route & __par1, const Route & __par2, Route & __child) ;
+} ;
+
+#endif
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/part_route_eval.cpp b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/part_route_eval.cpp
new file mode 100644
index 000000000..8f0ba935a
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/part_route_eval.cpp
@@ -0,0 +1,33 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "part_route_eval.cpp"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#include "part_route_eval.h"
+#include "graph.h"
+
+PartRouteEval :: PartRouteEval (float __from,
+ float __to
+ ) : from (__from),
+ to (__to) {
+
+}
+
+void PartRouteEval :: operator () (Route & __route) {
+
+
+ float len = 0 ;
+
+ for (unsigned i = (unsigned) (__route.size () * from) ;
+ i < (unsigned) (__route.size () * to) ;
+ i ++)
+ len -= Graph :: distance (__route [i], __route [(i + 1) % Graph :: size ()]) ;
+
+ __route.fitness (len) ;
+}
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/part_route_eval.h b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/part_route_eval.h
new file mode 100644
index 000000000..8ad5886d4
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/part_route_eval.h
@@ -0,0 +1,36 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "part_route_eval.h"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef part_route_eval_h
+#define part_route_eval_h
+
+#include
+
+#include "route.h"
+
+/** Route Evaluator */
+class PartRouteEval : public eoEvalFunc {
+
+public :
+
+ /** Constructor */
+ PartRouteEval (float __from, float __to) ;
+
+ void operator () (Route & __route) ;
+
+private :
+
+ float from, to ;
+
+} ;
+
+
+#endif
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/part_two_opt_init.cpp b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/part_two_opt_init.cpp
new file mode 100644
index 000000000..05b12925c
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/part_two_opt_init.cpp
@@ -0,0 +1,20 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "part_two_opt_init.cpp"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#include
+
+#include "part_two_opt_init.h"
+
+void PartTwoOptInit :: operator () (TwoOpt & __move, const Route & __route) {
+
+ __move.first = rng.random (__route.size () - 6) ;
+ __move.second = __move.first + 2 ;
+}
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/part_two_opt_init.h b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/part_two_opt_init.h
new file mode 100644
index 000000000..92d7ec0aa
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/part_two_opt_init.h
@@ -0,0 +1,28 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "part_two_opt_init.h"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef part_two_opt_init_h
+#define part_two_opt_init_h
+
+#include
+
+#include "two_opt.h"
+
+/** It sets the first couple of edges */
+class PartTwoOptInit : public eoMoveInit {
+
+public :
+
+ void operator () (TwoOpt & __move, const Route & __route) ;
+
+} ;
+
+#endif
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/part_two_opt_next.cpp b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/part_two_opt_next.cpp
new file mode 100644
index 000000000..e7b1d7665
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/part_two_opt_next.cpp
@@ -0,0 +1,30 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "part_two_opt_next.cpp"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#include "part_two_opt_next.h"
+#include "graph.h"
+
+bool TwoOptNext :: operator () (TwoOpt & __move, const Route & __route) {
+
+ if (__move.first == Graph :: size () - 4 && __move.second == __move.first + 2)
+ return false ;
+
+ else {
+
+ __move.second ++ ;
+ if (__move.second == Graph :: size () - 1) {
+ __move.first ++ ;
+ __move.second = __move.first + 2 ;
+ }
+
+ return true ;
+ }
+}
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/part_two_opt_next.h b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/part_two_opt_next.h
new file mode 100644
index 000000000..67bd181d3
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/part_two_opt_next.h
@@ -0,0 +1,27 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "part_two_opt_next.h"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef part_two_opt_next_h
+#define part_two_opt_next_h
+
+#include
+#include "two_opt.h"
+
+/** It updates a couple of edges */
+class PartTwoOptNext : public eoNextMove {
+
+public :
+
+ bool operator () (TwoOpt & __move, const Route & __route) ;
+
+} ;
+
+#endif
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/partial_mapped_xover.cpp b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/partial_mapped_xover.cpp
new file mode 100644
index 000000000..9414a5c9c
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/partial_mapped_xover.cpp
@@ -0,0 +1,88 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "partial_mapped_xover.cpp"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* TEXT LICENCE
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#include
+
+#include
+
+#include
+
+#include "partial_mapped_xover.h"
+#include "route_valid.h"
+#include "mix.h"
+
+void PartialMappedXover :: repair (Route & __route, unsigned __cut1, unsigned __cut2) {
+
+ vector v; // Number of times a cities are visited ...
+
+ v.resize(__route.size ());
+
+ for (unsigned i = 0 ; i < __route.size () ; i ++)
+ {
+ v [i] = 0 ;
+ }
+
+ for (unsigned i = 0 ; i < __route.size () ; i ++)
+ {
+ v [__route [i]] ++ ;
+ }
+
+ std :: vector vert ;
+
+ for (unsigned i = 0 ; i < __route.size () ; i ++)
+ {
+ if (! v [i])
+ {
+ vert.push_back (i) ;
+ }
+ }
+
+ mix (vert) ;
+
+ for (unsigned i = 0 ; i < __route.size () ; i ++)
+ {
+ if (i < __cut1 || i >= __cut2)
+ {
+ if (v [__route [i]] > 1)
+ {
+ __route [i] = vert.back () ;
+ vert.pop_back () ;
+ }
+ }
+ }
+
+ v.clear();
+}
+
+bool PartialMappedXover :: operator () (Route & __route1, Route & __route2) {
+
+ unsigned cut1 = rng.random (__route1.size ()), cut2 = rng.random (__route2.size ()) ;
+
+ if (cut2 < cut1)
+ std :: swap (cut1, cut2) ;
+
+ // Between the cuts
+ for (unsigned i = cut1 ; i < cut2 ; i ++)
+ std :: swap (__route1 [i], __route2 [i]) ;
+
+ // Outside the cuts
+ repair (__route1, cut1, cut2) ;
+ repair (__route2, cut1, cut2) ;
+
+ // Debug
+ assert (valid (__route1)) ;
+ assert (valid (__route2)) ;
+
+ __route1.invalidate () ;
+ __route2.invalidate () ;
+
+ return true ;
+}
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/partial_mapped_xover.h b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/partial_mapped_xover.h
new file mode 100644
index 000000000..a128fb9de
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/partial_mapped_xover.h
@@ -0,0 +1,31 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "partial_mapped_xover.h"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef partial_mapped_xover_h
+#define partial_mapped_xover_h
+
+#include
+
+#include "route.h"
+
+/** Partial Mapped Crossover */
+class PartialMappedXover : public eoQuadOp {
+
+public :
+
+ bool operator () (Route & __route1, Route & __route2) ;
+
+private :
+
+ void repair (Route & __route, unsigned __cut1, unsigned __cut2) ;
+} ;
+
+#endif
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/route.h b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/route.h
new file mode 100644
index 000000000..cde1f96ba
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/route.h
@@ -0,0 +1,19 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "route.h"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef route_h
+#define route_h
+
+#include
+
+typedef eoVector Route ; // [Fitness (- length), Gene (city)]
+
+#endif
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/route_eval.cpp b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/route_eval.cpp
new file mode 100644
index 000000000..09be9102c
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/route_eval.cpp
@@ -0,0 +1,23 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "route_eval.cpp"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* TEXT LICENCE
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#include "route_eval.h"
+#include "graph.h"
+
+void RouteEval :: operator () (Route & __route) {
+
+ float len = 0 ;
+
+ for (unsigned i = 0 ; i < Graph :: size () ; i ++)
+ len -= Graph :: distance (__route [i], __route [(i + 1) % Graph :: size ()]) ;
+
+ __route.fitness (len) ;
+}
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/route_eval.h b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/route_eval.h
new file mode 100644
index 000000000..60b38661e
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/route_eval.h
@@ -0,0 +1,29 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "route_eval.h"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef route_eval_h
+#define route_eval_h
+
+#include
+
+#include "route.h"
+
+/** Route Evaluator */
+class RouteEval : public eoEvalFunc {
+
+public :
+
+ void operator () (Route & __route) ;
+
+} ;
+
+
+#endif
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/route_init.cpp b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/route_init.cpp
new file mode 100644
index 000000000..c37c1652e
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/route_init.cpp
@@ -0,0 +1,34 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "route_init.cpp"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#include
+
+#include "route_init.h"
+#include "graph.h"
+
+void RouteInit :: operator () (Route & __route) {
+
+ // Init.
+ __route.clear () ;
+ for (unsigned i = 0 ; i < Graph :: size () ; i ++)
+ __route.push_back (i) ;
+
+ // Swap. cities
+
+ for (unsigned i = 0 ; i < Graph :: size () ; i ++) {
+ //unsigned j = rng.random (Graph :: size ()) ;
+
+ unsigned j = (unsigned) (Graph :: size () * (rand () / (RAND_MAX + 1.0))) ;
+ unsigned city = __route [i] ;
+ __route [i] = __route [j] ;
+ __route [j] = city ;
+ }
+}
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/route_init.h b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/route_init.h
new file mode 100644
index 000000000..ab6b7ecb1
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/route_init.h
@@ -0,0 +1,27 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "route_init.h"
+
+// (c) OPAC Team, LIFL, 2002-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef route_init_h
+#define route_init_h
+
+#include
+
+#include "route.h"
+
+class RouteInit : public eoInit {
+
+public :
+
+ void operator () (Route & __route) ;
+
+} ;
+
+#endif
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/route_valid.cpp b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/route_valid.cpp
new file mode 100644
index 000000000..057ebb722
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/route_valid.cpp
@@ -0,0 +1,42 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "route_valid.cpp"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#include "route_valid.h"
+
+#include
+
+bool valid (Route & __route) {
+
+ vector t;
+ t.resize(__route.size());
+
+ for (unsigned i = 0 ; i < __route.size () ; i ++)
+ {
+ t [i] = 0 ;
+ }
+
+ for (unsigned i = 0 ; i < __route.size () ; i ++)
+ {
+ t [__route [i]] ++ ;
+ }
+
+ for (unsigned i = 0 ; i < __route.size () ; i ++)
+ {
+ if (t [i] != 1)
+ {
+ t.clear();
+ return false ;
+ }
+ }
+
+ t.clear();
+ return true ; // OK.
+}
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/route_valid.h b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/route_valid.h
new file mode 100644
index 000000000..90763d7fc
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/route_valid.h
@@ -0,0 +1,19 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "route_valid.h"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef route_valid_h
+#define route_valid_h
+
+#include "route.h"
+
+bool valid (Route & __route) ;
+
+#endif
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/two_opt.cpp b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/two_opt.cpp
new file mode 100644
index 000000000..ad1bc0400
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/two_opt.cpp
@@ -0,0 +1,42 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "two_opt.cpp"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#include "two_opt.h"
+
+TwoOpt TwoOpt :: operator ! () const {
+
+ TwoOpt move = * this ;
+ std :: swap (move.first, move.second) ;
+
+ return move ;
+}
+
+void TwoOpt :: operator () (Route & __route) {
+
+ std :: vector seq_cities ;
+
+ for (unsigned i = second ; i > first ; i --)
+ seq_cities.push_back (__route [i]) ;
+
+ unsigned j = 0 ;
+ for (unsigned i = first + 1 ; i < second + 1 ; i ++)
+ __route [i] = seq_cities [j ++] ;
+}
+
+void TwoOpt :: readFrom (std :: istream & __is) {
+
+ __is >> first >> second ;
+}
+
+void TwoOpt :: printOn (std :: ostream & __os) const {
+
+ __os << first << ' ' << second ;
+}
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/two_opt.h b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/two_opt.h
new file mode 100644
index 000000000..395b13442
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/two_opt.h
@@ -0,0 +1,35 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "two_opt.h"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef two_opt_h
+#define two_opt_h
+
+#include
+
+#include
+#include
+
+#include "route.h"
+
+class TwoOpt : public moMove , public std :: pair , public eoPersistent {
+
+public :
+
+ TwoOpt operator ! () const ;
+
+ void operator () (Route & __route) ;
+
+ void readFrom (std :: istream & __is) ;
+
+ void printOn (std :: ostream & __os) const ;
+} ;
+
+#endif
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/two_opt_incr_eval.cpp b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/two_opt_incr_eval.cpp
new file mode 100644
index 000000000..41adba2ab
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/two_opt_incr_eval.cpp
@@ -0,0 +1,24 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "TwoOptIncrEval.cpp"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#include "two_opt_incr_eval.h"
+#include "graph.h"
+
+float TwoOptIncrEval :: operator () (const TwoOpt & __move, const Route & __route) {
+
+ // From
+ unsigned v1 = __route [__move.first], v1_next = __route [__move.first + 1] ;
+
+ // To
+ unsigned v2 = __route [__move.second], v2_next = __route [__move.second + 1] ;
+
+ return __route.fitness () - Graph :: distance (v1, v2) - Graph :: distance (v1_next, v2_next) + Graph :: distance (v1, v1_next) + Graph :: distance (v2, v2_next) ;
+}
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/two_opt_incr_eval.h b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/two_opt_incr_eval.h
new file mode 100644
index 000000000..64581c9f6
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/two_opt_incr_eval.h
@@ -0,0 +1,26 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "TwoOptIncrEval.h"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef two_optincr_eval_h
+#define two_optincr_eval_h
+
+#include
+#include "two_opt.h"
+
+class TwoOptIncrEval : public moMoveIncrEval {
+
+public :
+
+ float operator () (const TwoOpt & __move, const Route & __route) ;
+
+} ;
+
+#endif
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/two_opt_init.cpp b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/two_opt_init.cpp
new file mode 100644
index 000000000..63a53df84
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/two_opt_init.cpp
@@ -0,0 +1,18 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "two_opt_init.cpp"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#include "two_opt_init.h"
+
+void TwoOptInit :: operator () (TwoOpt & __move, const Route & __route) {
+
+ __move.first = 0 ;
+ __move.second = 2 ;
+}
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/two_opt_init.h b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/two_opt_init.h
new file mode 100644
index 000000000..b0dc1d963
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/two_opt_init.h
@@ -0,0 +1,28 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "two_opt_init.h"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef two_opt_init_h
+#define two_opt_init_h
+
+#include
+
+#include "two_opt.h"
+
+/** It sets the first couple of edges */
+class TwoOptInit : public moMoveInit {
+
+public :
+
+ void operator () (TwoOpt & __move, const Route & __route) ;
+
+} ;
+
+#endif
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/two_opt_next.cpp b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/two_opt_next.cpp
new file mode 100644
index 000000000..0fd1cdf1f
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/two_opt_next.cpp
@@ -0,0 +1,30 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "two_opt_next.cpp"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#include "two_opt_next.h"
+#include "graph.h"
+
+bool TwoOptNext :: operator () (TwoOpt & __move, const Route & __route) {
+
+ if (__move.first == Graph :: size () - 4 && __move.second == __move.first + 2)
+ return false ;
+
+ else {
+
+ __move.second ++ ;
+ if (__move.second == Graph :: size () - 1) {
+ __move.first ++ ;
+ __move.second = __move.first + 2 ;
+ }
+
+ return true ;
+ }
+}
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/two_opt_next.h b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/two_opt_next.h
new file mode 100644
index 000000000..bacdcdfb0
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/two_opt_next.h
@@ -0,0 +1,27 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "two_opt_next.h"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef two_opt_next_h
+#define two_opt_next_h
+
+#include
+#include "two_opt.h"
+
+/** It updates a couple of edges */
+class TwoOptNext : public moNextMove {
+
+public :
+
+ bool operator () (TwoOpt & __move, const Route & __route) ;
+
+} ;
+
+#endif
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/two_opt_rand.cpp b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/two_opt_rand.cpp
new file mode 100644
index 000000000..5bf3e37b1
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/two_opt_rand.cpp
@@ -0,0 +1,20 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "two_opt_rand.cpp"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#include "two_opt_rand.h"
+#include "graph.h"
+#include
+
+void TwoOptRand :: operator () (TwoOpt & __move) {
+
+ __move.first = rng.random (Graph :: size () - 3) ;
+ __move.second = __move.first + 2 + rng.random (Graph :: size () - __move.first - 3) ;
+}
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/two_opt_rand.h b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/two_opt_rand.h
new file mode 100644
index 000000000..ce26889a5
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/two_opt_rand.h
@@ -0,0 +1,27 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "two_opt_rand.h"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef two_opt_rand_h
+#define two_opt_rand_h
+
+#include
+
+#include "two_opt.h"
+
+class TwoOptRand : public moRandMove {
+
+public :
+
+ void operator () (TwoOpt & __move) ;
+
+} ;
+
+#endif
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/two_opt_tabu_list.cpp b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/two_opt_tabu_list.cpp
new file mode 100644
index 000000000..c8bca955f
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/two_opt_tabu_list.cpp
@@ -0,0 +1,58 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "two_opt_tabu_list.cpp"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#include "two_opt_tabu_list.h"
+#include "graph.h"
+
+#define TABU_LENGTH 10
+
+void TwoOptTabuList :: init () {
+
+ // Size (eventually)
+ tabu_span.resize (Graph :: size ()) ;
+ for (unsigned i = 0 ; i < tabu_span.size () ; i ++)
+ {
+ tabu_span [i].resize (Graph :: size ()) ;
+ }
+
+ // Clear
+ for (unsigned i = 0 ; i < tabu_span.size () ; i ++)
+ {
+ for (unsigned j = 0 ; j < tabu_span [i].size () ; j ++)
+ {
+ tabu_span [i] [j] = 0 ;
+ }
+ }
+}
+
+bool TwoOptTabuList :: operator () (const TwoOpt & __move, const Route & __sol) {
+
+ return tabu_span [__move.first] [__move.second] > 0 ;
+}
+
+void TwoOptTabuList :: add (const TwoOpt & __move, const Route & __sol) {
+
+ tabu_span [__move.first] [__move.second] = tabu_span [__move.second] [__move.first] = TABU_LENGTH ;
+}
+
+void TwoOptTabuList :: update () {
+
+ for (unsigned i = 0 ; i < tabu_span.size () ; i ++)
+ {
+ for (unsigned j = 0 ; j < tabu_span [i].size () ; j ++)
+ {
+ if (tabu_span [i] [j] > 0)
+ {
+ tabu_span [i] [j] -- ;
+ }
+ }
+ }
+}
diff --git a/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/two_opt_tabu_list.h b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/two_opt_tabu_list.h
new file mode 100644
index 000000000..d42de82d3
--- /dev/null
+++ b/trunk/paradiseo-mo/tutorial/tutorial/examples/tsp/src/two_opt_tabu_list.h
@@ -0,0 +1,38 @@
+// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
+
+// "two_opt_tabu_list.h"
+
+// (c) OPAC Team, LIFL, 2003-2006
+
+/* LICENCE TEXT
+
+ Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#ifndef two_opt_tabu_list_h
+#define two_opt_tabu_list_h
+
+#include
+#include "two_opt.h"
+#include "route.h"
+
+/** The table of tabu movements, i.e. forbidden edges */
+class TwoOptTabuList : public moTabuList {
+
+public :
+
+ bool operator () (const TwoOpt & __move, const Route & __sol) ;
+
+ void add (const TwoOpt & __move, const Route & __sol) ;
+
+ void update () ;
+
+ void init () ;
+
+private :
+
+ std :: vector > tabu_span ;
+
+} ;
+
+#endif
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