moved utilities and contribution in branchez

git-svn-id: svn://scm.gforge.inria.fr/svnroot/paradiseo@2183 331e1502-861f-0410-8da2-ba01fb791d7f
This commit is contained in:
liefooga 2011-03-11 13:58:48 +00:00
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name = paradiseo
id =
version = 2
description = Paradiseo
author = clive.canape@inria.fr
filebase = file:///home/lille/ccanape/paradiseo.tgz
filesite = file://grid5000/postinstall/sid-x64-base-1.0-post.tgz
size =
initrdpath = /boot/initrd.img-2.6.18-3-amd64
kernelpath = /boot/vmlinuz-2.6.18-3-amd64
kernelparam =
fdisktype = 83
filesystem = ext2
siteid = 1
optsupport = 0
user = ccanape

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#! /bin/bash
function exe()
{
if [ -e $1 ];
then
kadeploy -e paradiseo -f $1 -p $2
rm $1
PIDS="$PIDS $!"
fi
}
`cat $OAR_NODEFILE | uniq > machines`
NODEFILE=machines
PIDS=""
N=0
for i in `cat machines`;
do
name=${i%-*r}
if [ "$name" = "azur" ];then
echo $i >>machineAzur
let $[N+=1]
fi
if [ "$name" = "sol" ];then
echo $i >>machineSol
let $[N+=1]
fi
if [ "$name" = "helios" ];then
echo $i >>machineHelios
let $[N+=1]
fi
if [ "$name" = "chti" ];then
echo $i >>machineChti
let $[N+=1]
fi
if [ "$name" = "chicon" ];then
echo $i >>machineChicon
let $[N+=1]
fi
if [ "$name" = "capricorne" ];then
echo $i >>machineCapricorne
let $[N+=1]
fi
if [ "$name" = "sagittaire" ];then
echo $i >>machineSagittaire
let $[N+=1]
fi
if [ "$name" = "gdx" ];then
echo $i >>machineGdx
let $[N+=1]
fi
if [ "$name" = "node" ];then
echo $i >>machineNode
let $[N+=1]
fi
if [ "$name" = "grelon" ];then
echo $i >>machineGrelon
let $[N+=1]
fi
if [ "$name" = "grillon" ];then
echo $i >>machineGrillon
let $[N+=1]
fi
done
exe machineSol sda3
exe machineAzur hda3
exe machineHelios sda3
exe machineChti sda3
exe machineChicon sda3
exe machineCapricorne hda3
exe machineSagittaire sda3
exe machineGdx sda3
exe machineNode sda3
exe machineGrelon sda3
exe machineGrillon sda3
wait $PIDS
MASTER=`head -n 1 $OAR_NODEFILE`
scp -o StrictHostKeyChecking=no machines root@${MASTER}:/home/g5k/machines
echo "You can connect to the Master : $MASTER"

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if [ $# -eq 2 ];then
oarsub -I -t deploy -l nodes=$1,walltime=0$2:00:00
else
echo "Usage : launch.sh <node-number> <time>"
exit 0;
fi

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######################################################################################
### 0) Include the install configuration file where are defined the main variables
######################################################################################
INCLUDE(${CMAKE_SOURCE_DIR}/install.cmake)
######################################################################################
######################################################################################
### 1) Set your application properties
######################################################################################
# Define your project name
PROJECT(mySimpleApplication)
######################################################################################
######################################################################################
### 2) Include the sources
######################################################################################
INCLUDE_DIRECTORIES(${PARADISEO_EO_SRC_DIR}/src
${PARADISEO_MO_SRC_DIR}/src
${PARADISEO_MOEO_SRC_DIR}/src
${PARADISEO_PEO_SRC_DIR}/src)
######################################################################################
######################################################################################
### 3) Specify where CMake can find the libraries
######################################################################################
# Link with the EO library directory, only if you need it
LINK_DIRECTORIES(${PARADISEO_EO_BIN_DIR}/lib)
# Link with the MOEO library directory, only if you need it
LINK_DIRECTORIES(${PARADISEO_MOEO_BIN_DIR}/lib)
# Link with the PEO library directory, only if you need it
LINK_DIRECTORIES(${PARADISEO_PEO_BIN_DIR}/lib)
######################################################################################
######################################################################################
### 4) Define your target: just an executable here
######################################################################################
ADD_EXECUTABLE(mySimpleApplication mySimpleApplication.cpp)
######################################################################################
######################################################################################
### 5) Link the librairies for your executable
######################################################################################
# Only if you need to link libraries
TARGET_LINK_LIBRARIES(mySimpleApplication eo eoutils)
######################################################################################

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==========================================================================================
INFORMATION
==========================================================================================
PARADISEO (PARallel and DIStributed Evolving Objects) is a white-box object-oriented
framework dedicated to the flexible design of metaheursitics.
This package is especially designed to help anyone who uses ParadisEO to build his
own application.
==========================================================================================
RELEASE
==========================================================================================
The current release of the "mySimpleApplication" package is 1.0.
==========================================================================================
WEBSITE
==========================================================================================
Please visit our website at http://paradiseo.gforge.inria.fr.
==========================================================================================
BUGS
==========================================================================================
You can find the ParadisEO's bug tracker at:
http://gforge.inria.fr/tracker/?atid=663&group_id=145&func=browse
==========================================================================================
CONTACT
==========================================================================================
For any question or for help, please write us at: paradiseo-help@lists.gforge.inria.fr.
==========================================================================================
DEPENDENCIES
==========================================================================================
ParadisEO uses EO, a templates-based, ANSI-C++ compliant evolutionary computation library.
It contains classes for almost any kind of evolutionary computation you might come up to - at
least for the ones we could think of.
EO Website:
http://eodev.sourceforge.net/.
EO is distributed under the GNU Lesser General Public License:
http://www.gnu.org/copyleft/lesser.html
==========================================================================================
LICENSE
==========================================================================================
ParadisEO is governed by the CeCILL license under French law and
abiding by the rules of distribution of free software. You can use,
modify and/ or redistribute the software under the terms of the CeCILL
license as circulated by CEA, CNRS and INRIA at the following URL
"http://www.cecill.info".
As a counterpart to the access to the source code and rights to copy,
modify and redistribute granted by the license, users are provided only
with a limited warranty and the software's author, the holder of the
economic rights, and the successive licensors have only limited liability.
In this respect, the user's attention is drawn to the risks associated
with loading, using, modifying and/or developing or reproducing the
software by the user in light of its specific status of free software,
that may mean that it is complicated to manipulate, and that also
therefore means that it is reserved for developers and experienced
professionals having in-depth computer knowledge. Users are therefore
encouraged to load and test the software's suitability as regards their
requirements in conditions enabling the security of their systems and/or
data to be ensured and, more generally, to use and operate it in the
same conditions as regards security.
The fact that you are presently reading this means that you have had
knowledge of the CeCILL license and that you accept its terms.

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PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
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//
// 2005-12-01 ksc Initial release
//
-->
<html>
<head>
<title>Build My Simple Application</title>
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<p class='vspace'><span style='display: none;'> <strong><a class='wikilink' href='http://paradiseo.gforge.inria.fr/index.php?n=Paradiseo.Applications'>Applications</a></strong> </span>
<br /><span style='display: none;'> sidehead <strong><a class='wikilink' href='http://paradiseo.gforge.inria.fr/index.php?n=Paradiseo.Features'>Features</a></strong> </span>
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<h1><big>Build a simple application using <span class='wikiword'>ParadisEO</span></big></h1>
<h2><big>Introduction</big></h2>
<p>There are many steps required to produce a <span class='wikiword'>ParadisEO</span>-based program. As <span class='wikiword'>ParadisEO</span> is a C++ library, any "main" file containing the basic instructions of your program is expected to be first <strong>compiled</strong>. The way the program should be compiled depends on the environment. For example on Unix platforms, some "Makefiles" allow an automatic compilation of a C++ source file and the generation of the "makefiles" themselves is achieved by <a class='urllink' href='http://www.cmake.org/' rel='nofollow'>CMake</a>. <span class='wikiword'>CMake</span> manages the software compilation process and it can be used with several generators:
</p>
<div class='vspace'></div><dl><dd><ul><li><strong><span style='color: blue;'>Visual Studio 8 2005 </span></strong> (Win32 + Win64) projects
</li><li><strong><span style='color: blue;'>Visual Studio 7 .NET 2003 </span></strong> projects
</li><li><strong><span style='color: blue;'>Visual Studio 7 and 6</span></strong> projects
</li><li><strong><span style='color: blue;'><span class='wikiword'>NMake</span></span></strong> Makefiles
</li><li><strong><span style='color: blue;'><span class='wikiword'>MinGW</span></span></strong> Makefiles
</li><li><strong><span style='color: blue;'>Borland</span></strong> Makefiles
</li><li><strong><span style='color: blue;'><span class='wikiword'>KDevelop</span></span></strong> projects
</li><li><strong><span style='color: blue;'>Unix</span></strong> Makefiles
</li><li><strong><span style='color: blue;'>Xcode</span></strong> Projects
</li><li><strong><span style='color: blue;'>MSYS</span></strong> Makefiles
</li><li><strong><span style='color: blue;'><span class='wikiword'>WMake</span></span></strong> Makefiles
</li></ul></dd></dl><p class='vspace'>A package containing all the required files has been developped for any user who wants to build his own application easily. In this case, we suppose this application to be only made of a "main.cpp" file (no specific components). The content of the package is pre-filled so that a user has just to paste his algorithm in the cpp-file and change one variable.
</p>
<div class='vspace'></div><h2><big>"mySimpleApplication" package's content</big></h2>
<p>The package contains the following files:
</p>
<div class='vspace'></div><ul><li><strong>install.cmake</strong>: Contains variables that specify where <span class='wikiword'>ParadisEO</span> has been installed.
</li><li><strong>mySimpleApplication.cpp</strong> : A C++ main containing the algorithm
</li><li><strong>README</strong>: Contains basic information
</li><li><strong><span class='wikiword'>CMakeLists</span>.txt</strong>: The only <span class='wikiword'>CMake</span> configuration file
</li><li><strong>index.html</strong>: The content of the current web-page
</li></ul><p class='vspace'><span style='color: red;'><strong>It can be downloaded from </span><a class='wikilink' href='http://paradiseo.gforge.inria.fr/index.php?n=Paradiseo.Here'>here</a></strong>.
</p>
<div class='vspace'></div><h2><big>Adapt the package</big></h2>
<p>Here, we give the steps to custom the package for any application.
</p>
<p class='vspace'><em>Note: For further help about <span class='wikiword'>CMake</span>, see the <a class='urllink' href='http://www.cmake.org/HTML/Documentation.html' rel='nofollow'>CMake documentation</a></em>.
</p>
<p class='vspace'><br />
</p><div style='color: black; font-size: 8pt; background-color: #99CCFF;' >
<h3><ins>Step 1 : Develop your algorithm</ins></h3>
</div>
<p>You just have to edit the <strong><em>mySimpleApplication.cpp</em></strong> and implement your code.
</p>
<div class='vspace'></div><div style='color: black; font-size: 8pt; background-color: #CCFFCC;' >
<ol><li>include &lt;iostream&gt;
</li></ol><p>/// #include &lt; file &gt;
</p>
<p class='vspace'>/// Use functions from namespace std ?
<br />using namespace std;
</p>
<p class='vspace'>int main(int argc, char **argv)
<br />{
</p><pre> /// Your code ...
cout &lt;&lt; "I'm a simple application linked with <span class='wikiword'>ParadisEO</span>" &lt;&lt; endl ;
return 1;
</pre><p class='vspace'>}'
</p></div>
<p class='vspace'><br />
</p><div style='color: black; font-size: 8pt; background-color: #99CCFF;' >
<h3><ins>Step 2 : Change the <span class='wikiword'>ParadisEO</span>-path in "install.cmake"</ins></h3>
</div>
<p class='vspace'>When <span class='wikiword'>ParadisEO</span> has been configured in the standard way (the global package containing all the modules has been installed), just replace "myDirectory" by the absolute path to <span class='wikiword'>ParadisEO</span> the section n°1:
</p>
<div class='vspace'></div><div style='color: black; font-size: 8pt; background-color: #ffffcc;' >
<dl><dd><dl><dd><dl><dd><div class='indent'>SET(PARADISEO_DIR <strong>"myDirectory"</strong> CACHE PATH "<span class='wikiword'>ParadisEO</span> directory" FORCE)
</div></dd></dl></dd></dl></dd></dl></div>
<p class='vspace'>... replaced (for example) by:
</p>
<div class='vspace'></div><div style='color: black; font-size: 8pt; background-color: #ffffcc;' >
<dl><dd><dl><dd><dl><dd><div class='indent'>SET(PARADISEO_DIR <strong>"/home/john/paradiseo-ix86-1.0"</strong> CACHE PATH "<span class='wikiword'>ParadisEO</span> directory" FORCE)
</div></dd></dl></dd></dl></dd></dl></div>
<p class='vspace'><span style='color: red;'><strong>Warning: Under Windows, the path to <span class='wikiword'>ParadisEO</span> must be given with double-backslashes</strong>:</span>
</p><div style='color: black; font-size: 8pt; background-color: #ffcc33;' >
<p>SET(PARADISEO_DIR <strong>"E:<big>\\</big>soft<big>\\</big>paradiseo-ix86-1.0"</strong> CACHE PATH "<span class='wikiword'>ParadisEO</span> directory" FORCE)
</p></div>
<p class='vspace'><span style='color: green;'><strong>If you have simply installed <span class='wikiword'>ParadisEO</span> using the provided install script, go to the next step.</strong></span>
</p>
<p class='vspace'><strong><em>Advanced configuration</em></strong>: <br />
<br />If the modules of <span class='wikiword'>ParadisEO</span> have been deployed separately, the path to each module (EO, MO, MOEO and PEO) can also be specified. Here's an example for EO, <em>PARADISEO_EO_SRC_DIR</em> refers to the EO sources, <em>PARADISEO_EO_BIN_DIR</em> is the directory where EO has been compiled.
</p>
<div class='vspace'></div><div style='color: black; font-size: 9pt; background-color: #ffffcc;' >
<dl><dd><dl><dd><dl><dd><div class='indent'>SET(PARADISEO_EO_SRC_DIR "${PARADISEO_DIR}/paradiseo-eo" CACHE PATH
<dl><dd><dl><dd><dl><dd><dl><dd><dl><dd><div class='indent'>"<span class='wikiword'>ParadisEO</span>-EO source directory" FORCE)
</div></dd></dl></dd></dl></dd></dl></dd></dl></dd></dl></div><div class='indent'>SET(PARADISEO_EO_BIN_DIR "${PARADISEO_DIR/paradiseo-eo/build" CACHE PATH
<dl><dd><dl><dd><dl><dd><dl><dd><dl><dd><div class='indent'>"<span class='wikiword'>ParadisEO</span>-EO binary directory" FORCE)
</div></dd></dl></dd></dl></dd></dl></dd></dl></dd></dl></div></dd></dl></dd></dl></dd></dl></div>
<p class='vspace'>A third section is added to automatically set the flags required when using the package under Visual Studio 8. It has no effect for all the other cases.
</p>
<p class='vspace'><br />
</p><div style='color: black; font-size: 8pt; background-color: #99CCFF;' >
<h3><ins>Step 3 : Adapt the <span class='wikiword'>CMakeLists</span>.txt</ins></h3>
</div>
<div class='vspace'></div><ul><li>Give your project name in the section n°1 :
</li></ul><div class='vspace'></div><div style='color: black; font-size: 9pt; background-color: #ffffcc;' >
<dl><dd><dl><dd><dl><dd><div class='indent'>PROJECT(mySimpleApplication)
</div></dd></dl></dd></dl></dd></dl></div>
<div class='vspace'></div><ul><li>Specify the source directories to include
</li></ul><div class='vspace'></div><div style='color: black; font-size: 9pt; background-color: #ffffcc;' >
<dl><dd><dl><dd><dl><dd><div class='indent'>INCLUDE_DIRECTORIES(${PARADISEO_EO_SRC_DIR}/src
<dl><dd><dl><dd><dl><dd><dl><dd><dl><dd><dl><dd><dl><dd><dl><dd><div class='indent'>${PARADISEO_MO_SRC_DIR}/src
</div><div class='indent'>${PARADISEO_MOEO_SRC_DIR}/src
</div><div class='indent'>${PARADISEO_PEO_SRC_DIR}/src)
</div></dd></dl></dd></dl></dd></dl></dd></dl></dd></dl></dd></dl></dd></dl></dd></dl></div></dd></dl></dd></dl></dd></dl></div>
<p class='vspace'>For example, if you only use <span class='wikiword'>ParadisEO</span>-EO sources, just set:
</p><div style='color: black; font-size: 9pt; background-color: #ffffcc;' >
<dl><dd><dl><dd><dl><dd><div class='indent'>INCLUDE_DIRECTORIES(${PARADISEO_EO_SRC_DIR}/src
</div></dd></dl></dd></dl></dd></dl></div>
<div class='vspace'></div><ul><li>Specify where are the libraries (for the linker)
</li></ul><div class='vspace'></div><div style='color: black; font-size: 9pt; background-color: #ffffcc;' >
<dl><dd><dl><dd><dl><dd><div class='indent'>LINK_DIRECTORIES(${PARADISEO_EO_BIN_DIR}/lib)
</div><div class='indent'>LINK_DIRECTORIES(${PARADISEO_MOEO_BIN_DIR}/lib)
</div><div class='indent'>LINK_DIRECTORIES(${PARADISEO_PEO_BIN_DIR}/lib)
</div></dd></dl></dd></dl></dd></dl></div>
<p class='vspace'>For example, if you only use <span class='wikiword'>ParadisEO</span>-EO and <span class='wikiword'>ParadisEO</span>-MOEO libraries, just set:
</p><div style='color: black; font-size: 9pt; background-color: #ffffcc;' >
<dl><dd><dl><dd><dl><dd><div class='indent'>LINK_DIRECTORIES(${PARADISEO_EO_BIN_DIR}/lib)
</div><div class='indent'>LINK_DIRECTORIES(${PARADISEO_MOEO_BIN_DIR}/lib)
</div></dd></dl></dd></dl></dd></dl></div>
<div class='vspace'></div><ul><li>Define your executable: give the executable name + the name of the cpp file
</li></ul><div style='color: black; font-size: 9pt; background-color: #ffffcc;' >
<dl><dd><dl><dd><dl><dd><div class='indent'>ADD_EXECUTABLE(mySimpleApplication mySimpleApplication.cpp)
</div></dd></dl></dd></dl></dd></dl></div>
<p class='vspace'>Important: If you change the name of the cpp file "mySimpleApplication.cpp", don't forget to give the right name for the ADD_EXECUTABLE command.
</p>
<div class='vspace'></div><ul><li>Specify the libraries that should be linked to build your executable (for example, for Unix Makefiles, the option used to give the linked libraries is "-L &lt; a path to the lib&gt;")
</li></ul><div style='color: black; font-size: 9pt; background-color: #ffffcc;' >
<dl><dd><dl><dd><dl><dd><div class='indent'>TARGET_LINK_LIBRARIES(mySimpleApplication lib1 lib2 ...)
</div></dd></dl></dd></dl></dd></dl></div>
<p class='vspace'>An example using the "eo" and "eoutils" of <span class='wikiword'>ParadisEO</span>-EO is:
</p><div style='color: black; font-size: 9pt; background-color: #ffffcc;' >
<dl><dd><dl><dd><dl><dd><div class='indent'>TARGET_LINK_LIBRARIES(mySimpleApplication <strong>eo eoutils</strong>)
</div></dd></dl></dd></dl></dd></dl></div>
<p class='vspace'>Important: If you change the name of the executable (see a few lines above), don't forget to replace <strong><em>"mySimpleApplication</em></strong> " by the right name in:
</p>
<div class='vspace'></div><div style='color: black; font-size: 9pt; background-color: #ffffcc;' >
<dl><dd><dl><dd><dl><dd><div class='indent'>TARGET_LINK_LIBRARIES(<strong><em>mySimpleApplication</em></strong> eo eoutils)
</div></dd></dl></dd></dl></dd></dl></div>
<p class='vspace'><br />
</p><div style='color: black; font-size: 8pt; background-color: #99CCFF;' >
<h3><ins>Step 4 : Launch the build process and compile</ins></h3>
</div>
<p class='vspace'>There are two ways to build and compile your program:
</p><div class='indent'>- Compile it in the source directory, that means where your main cpp file is
</div><div class='indent'>- Compile it somewhere else in order to have on one hand the source files, on the other the rest (makefiles of configuration file, ".o" files, the executable itself). This way is called <strong><em> out-source-build</em></strong> and is highly recommended.
</div><p class='vspace'>Moreover, you should know in advance the kind of generator you want <span class='wikiword'>CMake</span> to use.
</p>
<p class='vspace'>For an "out-source-build", let's suppose your application's source file is located in <span style='color: green;'> <strong>/home/john/mySimpleApplication</strong></span> and you want to build it in <span style='color: red;'> <strong>/home/john/mySimpleApplication/build</strong></span> for <strong><span style='color: blue;'>Visual Studio 8 2005 </span></strong> :
</p>
<p class='vspace'>(<em>Note: The "build" directory exists if the archive, we would advise you to build your program in it</em>.)
</p>
<p class='vspace'>From <strong><span style='color: red;'>/home/john/mySimpleApplication/build</span></strong>, simply run (from a terminal/console)
</p><div style='color: black; font-size: 8pt; background-color: #ffffcc;' >
<dl><dd><dl><dd><div class='indent'><strong>cmake <span style='color: green;'>/home/john/mySimpleApplication</span> -G<span style='color: blue;'>"Visual Studio 8 2005"</span></strong>
</div></dd></dl></dd></dl></div>
<p class='vspace'>The generic call for <span class='wikiword'>CMake</span> is:
</p><div style='color: black; font-size: 8pt; background-color: #ffffcc;' >
<dl><dd><dl><dd><div class='indent'><strong>cmake <span style='color: green;'>&lt;path to the sources&gt; </span> -G<span style='color: blue;'>"&lt;generator name&gt;"</span></strong>
</div></dd></dl></dd></dl></div>
<p class='vspace'>Then :
</p>
<p class='vspace'>- Go in <strong><span style='color: red;'>/home/john/mySimpleApplication/build</span></strong>
<br />- Compile your program using the appropriate tool. Examples:
</p><dl><dd><dl><dd><div class='indent'>--&gt; If you chose the Unix Makefiles generator, enter "make"
</div><div class='indent'>--&gt; If you chose Visual Studio generator, open the generated solution/project and compile
</div><div class='indent'>--&gt; ...
</div></dd></dl></dd></dl>
<p class='vspace'><br />
<br /><strong> For further help and information, feel free to send us an email at <a class='urllink' href='mailto:paradiseo-help@lists.gforge.inria.fr' rel='nofollow'>paradiseo-help@lists.gforge.inria.fr</a> </strong>.
</p>
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#########################################################################################################
# 1) ParadisEO install: SIMPLE Configuration
#########################################################################################################
# Here, just specify PARADISEO_DIR : the directory where ParadisEO has been installed
SET(PARADISEO_DIR "myDirectory" CACHE PATH "ParadisEO directory" FORCE)
#########################################################################################################
#########################################################################################################
# 2) ParadisEO install: ADVANCED Configuration
#########################################################################################################
SET(PARADISEO_EO_SRC_DIR "${PARADISEO_DIR}/paradiseo-eo" CACHE PATH "ParadisEO-EO source directory" FORCE)
SET(PARADISEO_EO_BIN_DIR "${PARADISEO_DIR}/paradiseo-eo/build" CACHE PATH "ParadisEO-EO binary directory" FORCE)
SET(PARADISEO_MO_SRC_DIR "${PARADISEO_DIR}/paradiseo-mo" CACHE PATH "ParadisEO-MO source directory" FORCE)
SET(PARADISEO_MO_BIN_DIR "${PARADISEO_DIR}/paradiseo-mo/build" CACHE PATH "ParadisEO-MO binary directory" FORCE)
SET(PARADISEO_MOEO_SRC_DIR "${PARADISEO_DIR}/paradiseo-moeo" CACHE PATH "ParadisEO-MOEO source directory" FORCE)
SET(PARADISEO_MOEO_BIN_DIR "${PARADISEO_DIR}/paradiseo-moeo/build" CACHE PATH "ParadisEO-MOEO binary directory" FORCE)
SET(PARADISEO_PEO_SRC_DIR "${PARADISEO_DIR}/paradiseo-peo" CACHE PATH "ParadisEO-PEO source directory" FORCE)
SET(PARADISEO_PEO_BIN_DIR "${PARADISEO_DIR}/paradiseo-peo/build" CACHE PATH "ParadisEO-PEO binary directory" FORCE)
#########################################################################################################
######################################################################################
### 3) OPTIONNAL: Windows advanced config - especially for Microsoft Visual Studio 8
######################################################################################
IF(CMAKE_CXX_COMPILER MATCHES cl)
IF(NOT WITH_SHARED_LIBS)
IF(CMAKE_GENERATOR STREQUAL "Visual Studio 8 2005")
SET(CMAKE_CXX_FLAGS "/nologo /W3 /Gy")
SET(CMAKE_CXX_FLAGS_DEBUG "/MTd /Z7 /Od")
SET(CMAKE_CXX_FLAGS_RELEASE "/MT /O2")
SET(CMAKE_CXX_FLAGS_MINSIZEREL "/MT /O2")
SET(CMAKE_CXX_FLAGS_RELWITHDEBINFO "/MTd /Z7 /Od")
SET(CMAKE_EXE_LINKER_FLAGS "${CMAKE_EXE_LINKER_FLAGS} /SUBSYSTEM:CONSOLE")
ENDIF(CMAKE_GENERATOR STREQUAL "Visual Studio 8 2005")
ENDIF(NOT WITH_SHARED_LIBS)
ENDIF(CMAKE_CXX_COMPILER MATCHES cl)
######################################################################################

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#include <iostream>
// #include < file >
// Use functions from namespace std ?
using namespace std;
int main(int argc, char **argv)
{
// Your code ...
cout << "I'm a simple application linked with ParadisEO" << endl ;
return 1;
}

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######################################################################################
### 1) Project properties
######################################################################################
# set the project name
PROJECT(paradisEO-practices)
# check cmake version compatibility
CMAKE_MINIMUM_REQUIRED(VERSION 2.4 FATAL_ERROR)
# regular expression checking
INCLUDE_REGULAR_EXPRESSION("^.*$" "^$")
# set a language
ENABLE_LANGUAGE(CXX)
ENABLE_LANGUAGE(C)
#####################################################################################
######################################################################################
### 2) Include the main configuration variables
######################################################################################
# Need the config file whose full path is given thanks to the "config" variable
INCLUDE("install.cmake")
######################################################################################
######################################################################################
### 3) Paths checking
######################################################################################
IF(WIN32)
SET (ABSOLUTE_PATH_REGEX "^[A-Z]:|^[a-z]:")
ELSE(WIN32)
SET (ABSOLUTE_PATH_REGEX "^/")
ENDIF(WIN32)
SET(REQUIRED_PATHS "EO_SRC_DIR" "EO_BIN_DIR" "MO_SRC_DIR" "MO_BIN_DIR")
FOREACH (path ${REQUIRED_PATHS})
IF(EXISTS ${${path}})
MESSAGE (STATUS "Using ${path}=${${path}}")
ELSE(EXISTS ${${path}})
MESSAGE (FATAL_ERROR "\n Cannot find \"${${path}}\". Please, fill \"${config}\" with a correct value")
ENDIF(EXISTS ${${path}})
IF(NOT ${${path}} MATCHES "${ABSOLUTE_PATH_REGEX}")
MESSAGE (FATAL_ERROR "${${path}} MUST BE an absolute path")
ENDIF(NOT ${${path}} MATCHES "${ABSOLUTE_PATH_REGEX}")
ENDFOREACH (path ${REQUIRED_PATHS})
######################################################################################
######################################################################################
### 6) Where must cmake go now ?
######################################################################################
SUBDIRS(tsp lesson2 lesson3 lesson4 lesson5)
######################################################################################

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PARADISEO (PARallel and DIStributed Evolving Objects) is a white-box object-oriented framework dedicated to the flexible design of metaheursitics. Based on EO, this template-based, ANSI-C++ compliant computation library is portable across both Windows system and sequential platforms (Unix, Linux, MacOS, etc.).
WEBSITE: http://paradiseo.gforge.inria.fr

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#####################################################################################
### Manage the build type
#####################################################################################
# the user should choose the build type on windows environments,excepted under cygwin (default=none)
SET(CMAKE_DEFAULT_BUILD_TYPE "Release" CACHE STRING "Variable that stores the default CMake build type" FORCE)
FIND_PROGRAM(MEMORYCHECK_COMMAND
NAMES purify valgrind
PATHS
"/usr/local/bin /usr/bin [HKEY_LOCAL_MACHINE\\SOFTWARE\\Rational Software\\Purify\\Setup;InstallFolder]"
DOC "Path to the memory checking command, used for memory error detection.")
IF(NOT CMAKE_BUILD_TYPE)
SET( CMAKE_BUILD_TYPE
${CMAKE_DEFAULT_BUILD_TYPE} CACHE STRING
"Choose the type of build, options are: Debug Release RelWithDebInfo MinSizeRel."
FORCE)
ENDIF(NOT CMAKE_BUILD_TYPE)
IF(WIN32 AND NOT CYGWIN)
IF(CMAKE_CXX_COMPILER MATCHES cl)
IF(NOT WITH_SHARED_LIBS)
IF(CMAKE_GENERATOR STREQUAL "Visual Studio 8 2005")
SET(CMAKE_CXX_FLAGS "/nologo /W3 /Gy")
SET(CMAKE_CXX_FLAGS_DEBUG "/MTd /Z7 /Od")
SET(CMAKE_CXX_FLAGS_RELEASE "/MT /O2")
SET(CMAKE_CXX_FLAGS_MINSIZEREL "/MT /O2")
SET(CMAKE_CXX_FLAGS_RELWITHDEBINFO "/MTd /Z7 /Od")
SET(CMAKE_EXE_LINKER_FLAGS "${CMAKE_EXE_LINKER_FLAGS} /SUBSYSTEM:CONSOLE")
ENDIF(CMAKE_GENERATOR STREQUAL "Visual Studio 8 2005")
ENDIF(NOT WITH_SHARED_LIBS)
ENDIF(CMAKE_CXX_COMPILER MATCHES cl)
ELSE(WIN32 AND NOT CYGWIN)
IF(CMAKE_COMPILER_IS_GNUCXX)
SET(CMAKE_CXX_FLAGS_DEBUG "${CMAKE_CXX_FLAGS_DEBUG} -O0 -g -Wall -Wextra")
SET(CMAKE_CXX_FLAGS_RELEASE "${CMAKE_CXX_FLAGS_RELEASE} -O2")
SET(CMAKE_CXX_FLAGS_MINSIZEREL "${CMAKE_CXX_FLAGS_MINSIZEREL} -O6")
ENDIF(CMAKE_COMPILER_IS_GNUCXX)
ENDIF(WIN32 AND NOT CYGWIN)
IF(CMAKE_BUILD_TYPE MATCHES Debug)
ADD_DEFINITIONS(-DCMAKE_VERBOSE_MAKEFILE=ON)
ENDIF(CMAKE_BUILD_TYPE MATCHES Debug)
#####################################################################################
##########################################################################################################################################
### ParadisEO Install Configuration
### The path to the modules EO and MO must be specified above.
##########################################################################################################################################
SET(EO_SRC_DIR "E:\\temp\\ParadisEO\\paradiseo-eo" CACHE PATH "ParadisEO-EO source directory" FORCE)
SET(EO_BIN_DIR "E:\\temp\\ParadisEO\\paradiseo-eo\\build" CACHE PATH "ParadisEO-EO binary directory" FORCE)
SET(MO_SRC_DIR "E:\\temp\\ParadisEO\\paradiseo-mo" CACHE PATH "ParadisMO-MO source directory" FORCE)
SET(MO_BIN_DIR "E:\\temp\\ParadisEO\\paradiseo-mo\\build" CACHE PATH "ParadisMO-MO binary directory" FORCE)
###########################################################################################################################################

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\documentclass[a4paper]{article}
\usepackage[english]{babel}
\usepackage{epsf}
\usepackage{amssymb}
\usepackage{here}
\usepackage{comment}
\usepackage{graphicx}
\topmargin -2.5cm
\textheight 25,5cm
\textwidth 16cm
\oddsidemargin 0cm
\evensidemargin 0cm
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% Fichier entete
%\input /usr/local/home/gisEns/fseynhae/Ens/Entete.tex
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\begin{document}
\textbf{ParadisEO Practices} {\copyright Franck Seynhaeve,
Jean-Charles Boisson, Thomas Legrand} \Large{\textbf{\\\\
Lesson 1: Install ParadisEO and the practices}}
\normalsize
\vspace{-0,3cm}
\section{The ParadisEO platform}
\medskip
ParadisEO\footnote{http$\,:$//paradiseo.gforge.inria.fr/} (PARallel and DIStributed Evolving Objects) is a white-box
object-oriented framework dedicated to the flexible design of metaheuristics.
Based on EO\footnote{\tt http$\,:$//eodev.sourceforge.net/} (Evolutionary Computation Framework),
this template-based,
ANSI-C++ compliant computation library is portable across both Windows
system and sequential platforms (Unix, Linux, MacOS, etc.).
\smallskip
ParadisEO can be used under several environments as the build process (CMake)
is able to generate:
\begin{itemize}
\item[$\bullet$] Visual Studio 8 2005 (Win32 + Win64) projects
\item[$\bullet$] Visual Studio 7 .NET 2003 projects
\item[$\bullet$] Visual Studio 7 and 6 projects
\item[$\bullet$] NMake Makefiles
\item[$\bullet$] MinGW Makefiles
\item[$\bullet$] Borland Makefiles
\item[$\bullet$] KDevelop projects
\item[$\bullet$] Unix Makefiles
\item[$\bullet$] Xcode Projects
\item[$\bullet$] MSYS Makefiles
\item[$\bullet$] WMake Makefiles
\end{itemize}
\smallskip
Paradiseo is composed of several packages that constitute a global framework.
\begin{center}
\end{center}
\begin{itemize}
\item[$\bullet$] Paradiseo-EO provides tools for the development of population-based metaheuristic:
\begin{itemize}
\item[$\ast$] Genetic algorithm
\item[$\ast$] Genetic programming
\item[$\ast$] Particle Swarm Optimization
\item[$\ast$] ...
\end{itemize}
\item[$\bullet$] Paradiseo-MO provides tools for the development of single solution-based metaheuristics:
\begin{itemize}
\item[$\ast$] Hill-Climbing
\item[$\ast$] Tabu Search
\item[$\ast$] Simulated annealing
\item[$\ast$] Incremental evaluation, partial neighbourhood
\item[$\ast$] ...
\end{itemize}
\item[$\bullet$] Paradiseo-MOEO provides tools for the design of Multi-objective metaheuristics:
\begin{itemize}
\item[$\ast$] MO fitness assignment shemes (the ones used in NSGA-II, IBEA ...)
\item[$\ast$] MO diversity assignment shemes (sharing, crowding)
\item[$\ast$] Elitism
\item[$\ast$] Performance metrics (contribution, entropy ...)
\item[$\ast$] Easy-to-use standard evolutionary algorithms (NSGA-II, IBEA ...)
\item[$\ast$] ...
\end{itemize}
\item[$\bullet$] Paradiseo-PEO provides tools for the design of parallel and distributed metaheuristics:
\begin{itemize}
\item[$\ast$] Parallel evaluation
\item[$\ast$] Parallel evaluation function
\item[$\ast$] Island model
\item[$\ast$] Cellular model
\end{itemize}
\end{itemize}
\smallskip
Furthermore, Paradiseo also introduces tools for the design of distributed, hybrid and cooperative models:
\begin{itemize}
\item[$\bullet$] High level hybrid metaheuristics: coevolutionary and relay model
\item[$\bullet$] Low level hybrid metaheuristics: coevolutionary and relay model
\end{itemize}
\section{Installation}
\subsection{ParadisEO}
The practices require ParadisEO to be installed on your
computer. You can easily process to the installation:
\begin{itemize}
\item[$\bullet$] Make sure to have the following tools
available in your environment:
\hspace{1cm}$\vartriangleright$ {\tt CMake}
\\\hspace*{1cm}$\vartriangleright$ {\tt Tar} or a similar extractor
\item[$\bullet$] Download ParadisEO (choose the {\tt tar.gz} file)
from:
\\\hspace*{1cm}$\vartriangleright$ {\tt http$\,:$//www2.lifl.fr/OPAC/Paradiseo/licence/FrmDownload.php}
\item[$\bullet$] Extract the content of the archive:
\\\hspace*{1cm}$\vartriangleright$ Put the archive {\tt
paradiseo-ix86-1.0.tar.gz} in the directory of your
choice. Let's suppose you put it in \textbf{{\tt
/home/me/software}}
\\\hspace*{1cm}$\vartriangleright$ Extract it by entering
the following line in a terminal: {\tt tar xzf paradiseo-ix86-1.0.tar.gz}
\item[$\bullet$] Install it:
\\\hspace*{1cm}$\vartriangleright$ {\tt bash installParadiseo.sh} or {\tt sh
installParadiseo.sh} if your shell is a "sh" one
\\\hspace*{1cm}$\vartriangleright$ \textbf{Select your generator (Unix Makefiles recommended) }
\\\hspace*{1cm}$\vartriangleright$ \textbf{Select the minimum installation mode by choosing the \emph{basic install} }
\end{itemize}
\subsection{The archive dedicated to the practices}
To start with the practices, you have to install the archive
called {\tt paradiseo\_practices\_0208.tgz} that you have been
given. This archive is also available for download at
{\tt http$\,:$//paradiseo.gforge.inria.fr}.\\\\
\textbf{ Let's suppose you have installed ParadisEO
into the {\tt /home/me/software} directory. Each time
it appears, you are to replace this path with the one
corresponding to your ParadisEO installation directory.
}
\\\\When the archive has been extracted, please go in the
{\tt practices} directory and edit the {\tt install.cmake}
file:
\begin{itemize}
\item[$\bullet$] Fill the {\tt EO\_SRC\_DIR} variable with the path to ParadisEO-EO :
\hspace{1cm}{\tt /home/me/software/ParadisEO/paradiseo-eo}
\item[$\bullet$] Fill the {\tt EO\_BIN\_DIR} variable with the path to
ParadisEO-EO build directory :
\hspace{1cm}{\tt /home/me/software/ParadisEO/paradiseo-eo/build}
\item[$\bullet$] Fill the {\tt MO\_SRC\_DIR} variable with the path to ParadisEO-MO :
\hspace{1cm}{\tt /home/me/software/ParadisEO/paradiseo-mo}
\item[$\bullet$] Fill the {\tt MO\_BIN\_DIR} variable with the path to
ParadisEO-MO build directory :
\hspace{1cm}{\tt /home/me/software/ParadisEO/paradiseo-mo/build}
\end{itemize}
\medskip
Then, go in the {\tt build} directory and run :
\hspace{1cm}{\tt cmake ../}
\medskip
You can now compile the practices using: {\tt make}
\section{Archive content}
At the top level of the {\tt practices} directory, you must have:
\begin{itemize}
\item[$\bullet$] {\bf tsp/src}: Contains the sources required to solve the TSP
problem using ParadisEO. The associated benchmarks are in the
{\bf benchs} directory.
\item[$\bullet$] {\bf lesson1}: ParadisEO installation practice, contains {\tt lesson1.pdf}.
\item[$\bullet$] {\bf lesson2}: Contains an implementation of the Hill-Climbing
{\tt hill\_climbing.cpp} and the corresponding tutorial {\tt lesson2.pdf}.
\item[$\bullet$] {\bf lesson3}: Contains an implementation of a tabu
search {\tt tabu\_search.cpp} and the corresponding tutorial {\tt lesson3.pdf}.
\item[$\bullet$] {\bf lesson4}: Contains an implementation of the
Simulated Annealing {\tt simulated\_annealing.cpp} and the corresponding
tutorial {\tt lesson4.pdf}.
\item[$\bullet$] {\bf lesson5}: Contains an implementation of a
genetic algorithm {\tt gen\_algo.cpp} .
\item[$\bullet$] {\bf build}: Contains the built targets and
the executables (subdirectories {\bf lesson1},
{\bf lesson2}, {\bf lesson3}, {\bf lesson4} and {\bf lesson5}).
\end{itemize}
\end{document}

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######################################################################################
### 1) Include the sources
######################################################################################
INCLUDE_DIRECTORIES(${EO_SRC_DIR}/src)
INCLUDE_DIRECTORIES(${EO_SRC_DIR}/src/utils)
INCLUDE_DIRECTORIES(${MO_SRC_DIR}/src)
INCLUDE_DIRECTORIES(${CMAKE_SOURCE_DIR}/tsp/src)
######################################################################################
######################################################################################
### 2) Specify where CMake can find the libraries
######################################################################################
LINK_DIRECTORIES(${EO_BIN_DIR}/lib ${CMAKE_BINARY_DIR}/tsp/src)
######################################################################################
######################################################################################
### 3) Define your target(s): just an executable here
######################################################################################
ADD_EXECUTABLE(hill_climbing hill_climbing.cpp)
ADD_DEPENDENCIES(hill_climbing tsp)
######################################################################################
######################################################################################
### 4) Link the librairies for your target(s)
######################################################################################
TARGET_LINK_LIBRARIES(hill_climbing tsp eo eoutils)
######################################################################################

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// -*- 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 <mo.h>
#include <graph.h>
#include <route.h>
#include <route_eval.h>
#include <route_init.h>
#include <two_opt.h>
#include <two_opt_init.h>
#include <two_opt_next.h>
#include <two_opt_incr_eval.h>
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 <TwoOpt> two_opt_select ;
moBestImprSelect <TwoOpt> two_opt_select ;
//moRandImprSelect <TwoOpt> two_opt_select ;
moHC <TwoOpt> hill_climbing (two_opt_init, two_opt_next, two_opt_incr_eval, two_opt_select, full_eval) ;
hill_climbing (route) ;
std :: cout << "[To] " << route << std :: endl ;
return 0 ;
}

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\documentclass[a4paper]{article}
\usepackage[english]{babel}
\usepackage{epsf}
\usepackage{amssymb}
\usepackage{here}
\usepackage{comment}
\usepackage{graphicx}
\topmargin -2.5cm
\textheight 25,5cm
\textwidth 16cm
\oddsidemargin 0cm
\evensidemargin 0cm
\begin{document}
\textbf{ParadisEO Practices} {\copyright Franck Seynhaeve,
Jean-Charles Boisson, Thomas Legrand} \Large{\textbf{\\\\
Lesson 2: Implement a Hill-Climbing using ParadisEO}}
\normalsize
\vspace{-0,3cm}
\section{Example}
The archive {\tt paradiseo\_practices\_0208.tgz} installed
on your computer contains a Hill-Climbing implemented using ParadisEO-MO~
(see {\tt hill\_climbing} in the {\bf build/lesson2} directory).
\medskip
To run it, please go in {\bf build/lesson2} and start the program {\tt hill\_climbing} by giving
one of the TSP instances located in {\bf tsp/benchs}.
\medskip
When entering {\tt ./hill\_climbing ../../tsp/benchs/berlin52.tsp}, you should end up with the
following outputs:
\smallskip
\noindent
\texttt{>> Loading [../../tsp/benchs/eil101.tsp]} \\
\texttt{[From] -3435 101 36 55 54 65 50 80 14 27 46 15 93 58 78 47 99 64 68}\\
\texttt{49 72 81 82 76 41 16 66 30 29 83 95 71 38 35 19 5 63 26 43 96 79 52}\\
\texttt{59 69 7 56 37 3 32 28 9 13 1 91 31 73 11 40 62 17 24 45 88 6 85 22}\\
\texttt{18 20 44 94 12 33 60 89 74 42 97 21 100 57 77 92 98 51 2 25 75 10 86}\\
\texttt{8 23 67 70 34 90 87 48 53 0 39 4 84 61}\\
\texttt{[To] -708 101 36 97 91 58 95}\\
\texttt{98 92 84 99 90 43 13 37 85 15 60 16 83 4 59 82 44 7 45 35 48 63 10}\\
\texttt{18 46 47 81 17 51 26 27 25 39 57 52 100 88 5 93 94 12 1 56 86 96 41}\\
\texttt{42 14 40 21 73 71 72 20 3 55 74 22 66 38 24 54 53 23 28 78 2 76 67}\\
\texttt{79 11 75 68 0 49 32 80 77 33 50 8 34 70 64 65 19 29 69 31 89 62 9 30}\\
\texttt{87 6 61}\\
The printed-out results show for the initial best solution and the final one~:
\\ \hspace*{0.5cm}-the length of the route
\\ \hspace*{0.5cm}-the number of cities
\\ \hspace*{0.5cm}-the route itself (notice that the city index starts from 0).
\section{Tabu search}
Study the {\tt hill\_climbing.cpp} file located in the {\bf lesson2} directory
using~:
\begin{itemize}
\item[$\bullet$] the ParadisEO-MO API documentation available at~:
\hspace{1cm}http$\,:$//paradiseo.gforge.inria.fr/addon/paradiseo-mo/doc/index.html
\item[$\bullet$] the source files located in the {\bf tsp/src/} directory
\end{itemize}
\section{Customize the Hill CLimbing}
Make a backup (copy) of the cpp file {\tt tabuhill\_climbing.cpp}. You can now modify the
original {\tt hill\_climbing.cpp} and use the existing makefiles to compile it.
Edit and modify the {\tt hill\_climbing.cpp} file~:
\begin{itemize}
\item[$\bullet$] Try to tune a few parameters (random seed
and the move selector) and observe the changes on the final
solution.
\end{itemize}
\smallskip
To compile {\tt hill\_climbing.cpp}, you should use the
command {\tt make} from {\bf build/lesson2}.
\medskip
Finally, test your modifications on several TSP instances ({\tt berlin52},
{\tt eil101} ...) and compare the results you get.
\end{document}

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######################################################################################
### 1) Include the sources
######################################################################################
INCLUDE_DIRECTORIES(${EO_SRC_DIR}/src)
INCLUDE_DIRECTORIES(${EO_SRC_DIR}/src/utils)
INCLUDE_DIRECTORIES(${MO_SRC_DIR}/src)
INCLUDE_DIRECTORIES(${CMAKE_SOURCE_DIR}/tsp/src)
######################################################################################
######################################################################################
### 2) Specify where CMake can find the libraries
######################################################################################
LINK_DIRECTORIES(${EO_BIN_DIR}/lib ${CMAKE_BINARY_DIR}/tsp/src)
######################################################################################
######################################################################################
### 3) Define your target(s): just an executable here
######################################################################################
ADD_EXECUTABLE(tabu_search tabu_search.cpp)
ADD_DEPENDENCIES(tabu_search tsp)
######################################################################################
######################################################################################
### 4) Link the librairies for your target(s)
######################################################################################
TARGET_LINK_LIBRARIES(tabu_search tsp eo eoutils)
######################################################################################

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\documentclass[a4paper]{article}
\usepackage[english]{babel}
\usepackage{epsf}
\usepackage{amssymb}
\usepackage{here}
\usepackage{comment}
\usepackage{graphicx}
\topmargin -2.5cm
\textheight 25,5cm
\textwidth 16cm
\oddsidemargin 0cm
\evensidemargin 0cm
\begin{document}
\textbf{ParadisEO Practices} {\copyright Franck Seynhaeve,
Jean-Charles Boisson, Thomas Legrand} \Large{\textbf{\\\\
Lesson 4: Implement a simulated annealing using ParadisEO}}
\normalsize
\vspace{-0,3cm}
\section{Example}
The archive {\tt paradiseo\_practices\_0208.tgz} installed
on your computer contains a simulated annealing implemented using ParadisEO-MO~
(see {\tt simulated\_annealing} in the {\bf build/lesson4} directory).
\medskip
To run it, please go in {\bf build/lesson4} and start the program {\tt simulated\_annealing} by giving
one of the TSP instances located in {\bf tsp/benchs}.
\medskip
When entering {\tt ./simulated\_annealing ../../tsp/benchs/berlin52.tsp}, you should end up with the
following outputs:
\smallskip
\noindent
\texttt{>> Loading [../../tsp/benchs/eil101.tsp]}\\
\texttt{[From] -3347 101 84 20 57 71 92 19 59 10 30 55 27 63 36 26 18 21 46}\\
\texttt{72 96 35 39 24 29 86 60 40 34 48 67 38 13 0 5 11 16 83 49 50 6 7 87}\\
\texttt{1 53 90 74 52 58 15 8 95 25 68 61 70 65 45 33 79 23 62 4 37 91 85 78}\\
\texttt{89 47 69 28 32 66 80 75 94 41 100 44 73 22 9 76 64 97 31 88 51 93 43}\\
\texttt{2 3 14 56 99 12 82 81 42 17 54 98 77}\\
\texttt{[To] -697 101 84 90 99 36 97}\\
\texttt{ 92 60 15 85 37 43 13 41 42 14 56 86 1 40 21 73 72 20 71 74 55 22 66}\\
\texttt{ 38 3 24 54 53 23 28 78 80 8 50 32 2 76 67 79 11 75 49 0 68 26 100 52}\\
\texttt{ 27 25 39 57 12 93 94 96 91 58 98 95 5 88 51 17 82 59 4 83 16 44 7 45}\\
\texttt{ 46 35 48 63 18 47 81 6 87 61 10 62 89 31 9 30 69 29 19 65 70 64 34}\\
\texttt{ 33 77}\\
The printed-out results show for the initial best solution and the final one~:
\\ \hspace*{0.5cm}-the length of the route
\\ \hspace*{0.5cm}-the number of cities
\\ \hspace*{0.5cm}-the route itself (notice that the city index starts from 0).
\section{Study the simulated annealing dedicated components}
Study the {\tt simulated\_annealing.cpp} file located in the {\bf lesson4} directory
using~:
\begin{itemize}
\item[$\bullet$] the ParadisEO-MO API documentation available at~:
\hspace{1cm}http$\,:$//paradiseo.gforge.inria.fr/addon/paradiseo-mo/doc/index.html
\item[$\bullet$] the source files located in the {\bf tsp/src/} directory
\end{itemize}
\section{Customize the simulated annealing}
Make a backup (copy) of the cpp file {\tt simulated\_annealing.cpp}. You can now modify the
original {\tt simulated\_annealing.cpp} and use the existing makefiles to compile it.
Edit and modify the {\tt simulated\_annealing.cpp} file~:
\begin{itemize}
\item[$\bullet$] Change the cooling schedule components and parameters.
\item[$\bullet$] Customize the temperature decrease process and try to obtain another good solution.
\end{itemize}
\smallskip
To compile {\tt simulated\_annealing.cpp},you should use the
command {\tt make} from {\bf build/lesson4}.
\medskip
Finally, test your modifications on several TSP instances ({\tt berlin52},
{\tt eil101} ...) and compare the results you get.
\end{document}

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// -*- 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 <mo.h>
#include <graph.h>
#include <route.h>
#include <route_eval.h>
#include <route_init.h>
#include <two_opt.h>
#include <two_opt_init.h>
#include <two_opt_next.h>
#include <two_opt_incr_eval.h>
#include <two_opt_tabu_list.h>
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
//moSimpleMoveTabuList<TwoOpt> tabu_list(10);
//moSimpleSolutionTabuList<TwoOpt> tabu_list(10);
moNoAspirCrit <TwoOpt> aspir_crit ; // Aspiration Criterion
moGenSolContinue <Route> cont (10000) ; // Continuator
moTS <TwoOpt> 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 ;
}

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######################################################################################
### 1) Include the sources
######################################################################################
INCLUDE_DIRECTORIES(${EO_SRC_DIR}/src)
INCLUDE_DIRECTORIES(${EO_SRC_DIR}/src/utils)
INCLUDE_DIRECTORIES(${MO_SRC_DIR}/src)
INCLUDE_DIRECTORIES(${CMAKE_SOURCE_DIR}/tsp/src)
######################################################################################
######################################################################################
### 2) Specify where CMake can find the libraries
######################################################################################
LINK_DIRECTORIES(${EO_BIN_DIR}/lib ${CMAKE_BINARY_DIR}/tsp/src)
######################################################################################
######################################################################################
### 3) Define your target(s): just an executable here
######################################################################################
ADD_EXECUTABLE(simulated_annealing simulated_annealing.cpp)
ADD_DEPENDENCIES(simulated_annealing tsp)
######################################################################################
######################################################################################
### 4) Link the librairies for your target(s)
######################################################################################
TARGET_LINK_LIBRARIES(simulated_annealing tsp eo eoutils)
######################################################################################

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\documentclass[a4paper]{article}
\usepackage[english]{babel}
\usepackage{epsf}
\usepackage{amssymb}
\usepackage{here}
\usepackage{comment}
\usepackage{graphicx}
\topmargin -2.5cm
\textheight 25,5cm
\textwidth 16cm
\oddsidemargin 0cm
\evensidemargin 0cm
\begin{document}
\textbf{ParadisEO Practices} {\copyright Franck Seynhaeve,
Jean-Charles Boisson, Thomas Legrand} \Large{\textbf{\\\\
Lesson 4: Implement a tabu search using ParadisEO}}
\normalsize
\vspace{-0,3cm}
\section{Example}
The archive {\tt paradiseo\_practices\_0208.tgz} installed
on your computer contains a tabu search implemented using ParadisEO-MO~
(see {\tt tabu\_search} in the {\bf build/lesson4} directory).
\medskip
To run it, please go in {\bf build/lesso4} and start the program {\tt tabu\_search} by giving
one of the TSP instances located in {\bf tsp/benchs}.
\medskip
When entering {\tt ./tabu\_search ../../tsp/benchs/berlin52.tsp}, you should end up with the
following outputs:
\smallskip
\noindent
\texttt{>>> Loading [../../tsp/benchs/eil101.tsp]}\\
\texttt{> [From] -3347 101 84 20 57 71 92 19 59 10 30 55 27 63 36 26 18 21 46}\\
\texttt{>72 96 35 39 24 29 86 60 40 34 48 67 38 13 0 5 11 16 83 49 50 6 7 87}\\
\texttt{>1 53 90 74 52 58 15 8 95 25 68 61 70 65 45 33 79 23 62 4 37 91 85 78}\\
\texttt{>89 47 69 28 32 66 80 75 94 41 100 44 73 22 9 76 64 97 31 88 51 93 43}\\
\texttt{>2 3 14 56 99 12 82 81 42 17 54 98 77}\\
\texttt{>[To] -703 101 84 92 98 95 58}\\
\texttt{>91 36 97 90 99 41 86 96 94 12 93 5 88 17 51 68 0 49 76 75 27 26 100}\\
\texttt{>52 57 39 25 11 79 67 2 78 28 23 53 54 24 3 38 66 22 55 74 21 40 73}\\
\texttt{>71 20 72 1 56 14 42 13 43 37 85 15 60 4 59 82 83 16 44 45 7 81 6 47}\\
\texttt{>18 46 35 48 63 10 62 89 31 9 61 87 30 69 29 19 50 32 80 8 70 65 64}\\
\texttt{>34 33 77}\\
The printed-out results show for the initial best solution and the final one~:
\\ \hspace*{0.5cm}-the length of the route
\\ \hspace*{0.5cm}-the number of cities
\\ \hspace*{0.5cm}-the route itself (notice that the city index starts from 0).
\section{Study the tabu search dedicated components}
Study the {\tt tabu\_search.cpp} file located in the {\bf lesson4} directory
using~:
\begin{itemize}
\item[$\bullet$] the ParadisEO-MO API documentation available at~:
\hspace{1cm}http$\,:$//paradiseo.gforge.inria.fr/addon/paradiseo-mo/doc/index.html
\item[$\bullet$] the source files located in the {\bf tsp/src/} directory
\end{itemize}
\section{Customize the tabu search}
Make a backup (copy) of the cpp file {\tt tabu\_search.cpp}. You can now modify the
original {\tt tabu\_search.cpp} and use the existing makefiles to compile it.
Edit and modify the {\tt tabu\_search.cpp} file~:
\begin{itemize}
\item[$\bullet$] Try to tune a few parameters of the tabu search.
\item[$\bullet$] Change the initialization of the solution by
modifying the file {\tt route\_init.cpp}.
\end{itemize}
\smallskip
To compile {\tt tabu\_search.cpp},you should use the
command {\tt make} from {\bf build/lesson4}.
\medskip
Finally, test your modifications on several TSP instances ({\tt berlin52},
{\tt eil101} ...) and compare the results you get.
\end{document}

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// -*- 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 <mo.h>
#include <graph.h>
#include <route.h>
#include <route_eval.h>
#include <route_init.h>
#include <two_opt.h>
#include <two_opt_rand.h>
#include <two_opt_incr_eval.h>
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 ;
moExponentialCoolingSchedule cool_sched (0.1, 0.98) ; // Exponential Cooling Schedule
//moLinearCoolingSchedule cool_sched (0.1, 0.5) ; // Linear Cooling Schedule
moGenSolContinue <Route> cont (1000) ; /* Temperature Descreasing
will occur each 1000
iterations */
moSA <TwoOpt> simulated_annealing (two_opt_rand, two_opt_incr_eval, cont, 1000, cool_sched, full_eval) ;
simulated_annealing (route) ;
std :: cout << "[To] " << route << std :: endl ;
return 0 ;
}

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######################################################################################
### 1) Include the sources
######################################################################################
INCLUDE_DIRECTORIES(${EO_SRC_DIR}/src)
INCLUDE_DIRECTORIES(${EO_SRC_DIR}/src/utils)
INCLUDE_DIRECTORIES(${MO_SRC_DIR}/src)
INCLUDE_DIRECTORIES(${CMAKE_SOURCE_DIR}/tsp/src)
######################################################################################
######################################################################################
### 2) Specify where CMake can find the libraries
######################################################################################
LINK_DIRECTORIES(${EO_BIN_DIR}/lib ${CMAKE_BINARY_DIR}/tsp/src)
######################################################################################
######################################################################################
### 3) Define your target(s): just an executable here
######################################################################################
ADD_EXECUTABLE(gen_algo gen_algo.cpp)
ADD_DEPENDENCIES(gen_algo tsp)
######################################################################################
######################################################################################
### 4) Link the librairies for your target(s)
######################################################################################
TARGET_LINK_LIBRARIES(gen_algo tsp eo eoutils)
######################################################################################

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// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
// "gen_algo.cpp"
#include <eoEasyEA.h>
#include <eoGenContinue.h>
#include <eoStochTournamentSelect.h>
#include <eoSGATransform.h>
#include <eoSelectNumber.h>
#include "graph.h"
#include "route.h"
#include "route_init.h"
#include "route_eval.h"
#include "order_xover.h"
#include "partial_mapped_xover.h"
#include "city_swap.h"
int main (int __argc, char * __argv []) {
if (__argc != 2) {
std :: cerr << "Usage : ./gen_algo [instance]" << std :: endl ;
return 1 ;
}
Graph :: load (__argv [1]) ; // Instance
RouteInit init ; // Sol. Random Init.
RouteEval full_eval ; // Full Evaluator
eoPop <Route> pop (100, init) ; // Population
apply <Route> (full_eval, pop) ;
std :: cout << "[From] " << pop.best_element () << std :: endl ;
eoGenContinue <Route> cont (1000) ; /* Continuator (A fixed number of
1000 iterations */
eoStochTournamentSelect <Route> select_one ; // Selector
eoSelectNumber <Route> select (select_one, 100) ;
// OrderXover cross ; // Order Crossover
PartialMappedXover cross ;
CitySwap mut ; // City Swap Mutator
eoSGATransform <Route> transform (cross, 1, mut, 0.01) ;
eoElitism <Route> merge (1) ; // Use of Elistism
eoStochTournamentTruncate <Route> reduce (0.7) ; // Stoch. Replacement
eoEasyEA <Route> ea (cont, full_eval, select, transform, merge, reduce) ;
ea (pop) ;
std :: cout << "[To] " << pop.best_element () << std :: endl ;
return 0 ;
}

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\documentclass[a4paper]{article}
\usepackage[english]{babel}
\usepackage{epsf}
\usepackage{amssymb}
\usepackage{here}
\usepackage{comment}
\usepackage{graphicx}
\topmargin -2.5cm
\textheight 25,5cm
\textwidth 16cm
\oddsidemargin 0cm
\evensidemargin 0cm
\begin{document}
\textbf{ParadisEO Practices} {\copyright Franck Seynhaeve,
Jean-Charles Boisson, Thomas Legrand} \Large{\textbf{\\\\
Lesson 5: Implement a genetic algorithm using ParadisEO}}
\normalsize
\vspace{-0,3cm}
\section{Example}
The archive {\tt paradiseo\_practices\_0208.tgz} installed
on your computer contains a genetic algorithm implemented using ParadisEO-EO~
(see {\tt gen\_algo} in the {\bf build/lesson5} directory).
\medskip
To run it, please go in {\bf build/lesson5} and start the program {\tt gen\_algo} by giving
one of the TSP instances located in {\bf tsp/benchs}.
\medskip
When entering {\tt ./gen\_algo ../../tsp/benchs/berlin52.tsp}, you should end up with the
following outputs:
\texttt{>> Loading [../../tsp/benchs/eil101.tsp]}\\
\texttt{[From] -3176 101 5 72 27 77 20 82 23 14 91 17 60 50 43 99 18 34 69}\\
\texttt{76 22 38 25 88 36 40 7 55 74 42 67 53 11 62 61 92 58 93 19 70 33 32}\\
\texttt{86 48 47 4 97 73 95 79 85 66 65 24 13 89 8 26 96 56 28 39 80 37 49}\\
\texttt{78 12 1 98 46 31 57 10 30 90 71 75 81 16 45 29 41 100 51 21 52 59 15}\\
\texttt{64 44 94 54 9 6 3 0 87 63 2 84 83 35 68 STOP in eoGenContinue:}\\
\texttt{Reached maximum number of generations [1000/1000]}\\
\texttt{[To] -1564 101 60}\\
\texttt{17 81 59 5 94 43 42 14 40 13 15 82 45 46 35 51 26 100 74 38 24 22 21}\\
\texttt{54 23 66 86 99 44 87 64 34 57 25 32 75 80 29 79 67 53 3 1 58 95 97}\\
\texttt{90 85 37 83 16 92 91 36 41 96 93 52 56 12 33 77 70 30 88 39 20 72 71}\\
\texttt{ 31 62 89 61 49 2 8 18 6 10 9 0 68 78 28 27 76 11 73 55 50 65 19 69}\\
\texttt{48 63 47 7 4 98 84}\\
\medskip
The printed-out results show for the initial best solution and the final one~:
\\ \hspace*{0.5cm}-the length of the route
\\ \hspace*{0.5cm}-the number of cities
\\ \hspace*{0.5cm}-the route itself (notice that the city index starts from 0).
\section{Study the genetic algorithm dedicated components}
Study the {\tt gen\_algo.cpp} file located in the {\bf lesson5} directory
using~:
\begin{itemize}
\item[$\bullet$] the ParadisEO-EO API documentation available at~:
\hspace{1cm}http$\,:$//eodev.sourceforge.net/eo/doc/html/index.html
\item[$\bullet$] the source files located in the {\bf tsp/src/} directory
\end{itemize}
\section{Customize the GA}
Make a backup (copy) of the cpp file {\tt gen\_algo.cpp}. You can now modify the
original {\tt gen\_algo.cpp} and use the existing makefiles to compile it.
Edit and modify the {\tt gen\_algo.cpp} file~:
\begin{itemize}
\item[$\bullet$] Try to tune a few parameters of the GA
(selection criteria, stopping criteria ...).
\item[$\bullet$] Then, try to change the initialization of the population
by applying one of the local searches on each individual.
\end{itemize}
\smallskip
To compile {\tt gen\_algo.cpp},you should use the
command {\tt make} from {\bf build/lesson5}.
\medskip
Finally, test your modifications on several TSP instances ({\tt berlin52},
{\tt eil101} ...) and compare the results you get.
\end{document}

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######################################################################################
### 1) Where must cmake go now ?
######################################################################################
SUBDIRS(src)
######################################################################################

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535
36.49 7.49
57.06 9.51
30.22 48.14
5.15 -3.56
34.59 -106.37
57.12 -2.12
16.45 -99.45
5.36 -0.1
28.56 -13.36
8.59 38.48
12.5 45.02
-34.48 138.38
30.23 -9.33
56.18 12.51
36.4 -4.3
40.38 8.17
35.11 -3.5
41.55 8.48
-37.01 174.47
38.17 -0.34
36.42 3.13
36.11 37.14
35.14 -101.42
31.58 35.59
52.18 4.46
61.1 -149.59
39.57 32.41
51.11 4.28
17.08 -61.47
43.37 13.22
29.38 35.01
59.39 17.55
15.18 38.55
-25.14 -57.31
23.58 32.47
37.54 23.44
33.46 -84.31
12.3 -70.01
24.26 54.28
36.55 30.48
26.16 50.38
40.29 50.01
39.11 -76.4
10.48 -74.52
-16.11 -52.3
10.25 45.01
41.18 2.05
32.22 -64.42
41.56 -72.41
40.39 17.57
44.49 20.19
9.21 34.31
32.06 20.16
52.29 13.24
48.27 -4.25
-19.48 3.45
33.49 35.29
54.39 -6.14
35.48 -101.22
4.24 18.31
13.04 -59.3
60.17 5.13
44.48 -68.5
33.14 44.14
45.4 9.24
33.34 -86.45
52.27 -1.45
42.33 9.29
45.48 -108.37
43.28 -1.32
13.21 -16.4
-3.19 29.19
13.55 100.36
12.38 -8.02
55.44 9.09
44.32 11.18
12.57 77.4
-15.41 34.58
27.13 56.22
-27.25 153.05
44.5 -0.43
4.42 -74.09
50.47 -1.51
19.05 72.52
67.16 14.22
42.22 -71
53.03 8.48
41.08 16.47
46.55 7.3
51.31 -2.35
50.54 4.29
-15.52 -47.55
47.35 7.32
48.1 16.13
47.27 19.15
-34.49 -58.32
42.55 -78.38
44.3 26.06
49.27 2.07
-4.15 15.15
39.15 9.04
30.08 31.24
23.11 113.16
33.33 -7.4
-11.54 22.45
4.49 -52.22
52.13 0.11
-35.19 149.12
10.36 -66.59
22.39 88.27
52.5 -1.19
49.01 2.33
43.33 6.57
45.4 -0.19
39.37 19.55
50.52 7.09
41.59 -87.54
41.48 12.36
9.34 -13.37
41.25 -81.51
3.26 -76.25
42.31 8.48
-28.02 145.37
7.11 79.53
40.04 -83.04
33.22 -7.35
48.07 7.22
44.22 28.29
45.4 -0.19
6.21 2.23
55.37 12.39
-33.58 18.36
37.28 15.04
10.27 -75.31
-26.25 146.14
39 17.05
12.12 -68.57
39.09 -84.2
39.03 -84.2
51.24 -3.12
29.11 -81.03
23.46 90.23
14.45 42.59
32.5 -96.51
33.25 36.31
-6.53 39.12
42.34 18.16
-29.58 30.57
38.51 -77.02
28.34 77.07
39.46 -104.53
32.46 -96.24
26.16 50.1
47.16 5.05
33.52 10.47
14.45 -17.3
4.01 9.43
19.08 30.26
25.16 51.34
49.22 0.1
-8.45 115.1
51.08 13.46
-12.25 130.52
42.14 -83.32
42.13 -83.21
53.26 -6.15
51.17 6.45
25.15 55.2
0.03 32.26
45.32 4.18
55.57 -3.22
51.27 5.23
31.48 -106.16
52.5 -1.19
48.19 6.04
40.07 33
40.09 82.4
40.42 -74.1
50.44 -3.25
-34.49 -58.32
64.49 -147.51
37.01 -7.58
-11.35 27.31
59.54 10.37
41.49 12.15
14.35 -61
33.56 45.8
-4.23 15.26
43.49 11.12
8.37 -13.12
41.26 15.32
50.02 8.34
44.12 12.04
-21.13 27.29
28.27 -13.52
53.29 -1
-19.27 29.52
54.23 18.28
60.12 11.05
24.57 10.1
-22.5 -43.15
55.52 -4.26
45.22 5.2
7.09 41.43
44.25 8.5
57.4 18.18
41.54 2.46
37.11 -3.47
47 15.26
51.09 -0.11
14.34 -90.32
46.14 6.07
-2.09 -79.53
52.28 9.42
53.38 10
60.19 24.58
35.2 25.11
30.2 120.51
22.19 114.12
31.4 6.09
35.33 139.46
21.2 -157.55
29.59 -95.28
38.57 -77.27
43.06 -78.57
38.52 1.22
47.34 -97.27
50.21 30.55
-25.44 -54.28
39.44 -86.17
40.59 28.49
38.17 27.1
21.3 39.12
49.13 -2.12
40.38 -73.46
11.33 43.1
-6.09 106.51
-26.08 28.15
-3.22 36.38
45.28 -73.44
12.03 8.31
34.34 69.12
63.59 -22.37
-1.58 30.08
22.34 120.17
24.54 67.09
-6.18 155.43
17.56 -76.48
50.05 19.47
15.36 32.33
27.42 85.22
3.08 101.33
29.13 47.58
-8.51 13.14
10.36 -66.59
36.04 -115.09
33.56 -118.24
53.52 -1.39
48.58 2.27
0.27 9.25
34.52 33.38
43.11 0
59.49 30.17
36.51 -2.22
51.24 12.25
51.25 12.14
6.1 1.15
40.46 -73.52
33.57 -118.24
50.38 5.27
51.09 -0.11
51.28 -0.27
50.34 3.05
-12.01 -77.07
45.27 9.16
38.46 -9.08
46.13 14.28
35.3 12.37
48.14 14.11
51.28 -0.27
6.35 3.2
27.56 -15.23
-16.3 -68.11
53.21 -2.53
6.1 1.15
51.53 -0.22
-25.55 32.34
-15.2 28.27
4.27 114
49.37 6.12
-17.49 25.49
25.41 32.43
45.44 4.56
13 80.11
40.29 -3.34
31.52 -4.13
53.21 -2.16
-3.04 -60
10.34 -71.44
-4.02 39.36
46.22 15.47
39.18 -94.44
28.32 -81.2
23.36 58.17
44.25 8.5
-37.44 144.54
24.31 39.42
-37.41 144.51
19.26 -99.04
12.07 -86.11
2.01 45.19
25.48 -80.17
20.56 -89.41
45.27 9.16
35.45 10.45
39.07 -94.36
35.52 14.29
4.11 73.32
47.45 7.26
55.33 13.22
54.31 -1.25
14.31 121.01
55.58 37.25
43.35 3.58
-25.55 32.34
-8.58 125.13
43.26 5.13
-20.26 57.41
51.21 1.21
44.53 -93.13
53.52 27.33
50.55 5.47
29.59 -90.16
-26.31 31.19
48.08 11.42
-34.5 -56.02
45.38 8.43
49.05 6.08
-17.45 177.27
40.53 14.18
25.02 -77.28
-1.19 36.56
43.4 7.13
55.02 -1.41
45.56 6.06
12.08 15.02
32.56 129.56
35.09 36.17
13.29 2.1
18.06 -15.57
-13 28.39
58.35 16.15
35.45 140.23
47.09 -1.36
49.3 11.05
52.41 1.17
40.38 -73.46
55.28 10.2
46.26 30.41
26.21 127.46
35.26 -97.46
40.54 9.31
41.07 -95.55
41.14 -8.41
41.59 -87.54
51.5 -8.29
28.26 -81.19
35.38 -0.37
48.43 2.23
34.47 135.27
60.12 11.05
51.12 2.52
44.34 26.06
12.21 -1.31
43.26 -5.5
18.34 -72.17
48.43 2.23
40.05 116.36
-31.56 115.58
4.52 7.02
37.08 -76.3
39.52 -75.15
33.26 -112.01
55.52 -4.26
46.35 0.18
40.3 -80.14
-5.15 39.49
39.33 2.44
38.1 13.06
11.33 104.51
36.49 11.58
-9.27 147.13
10.36 -61.21
9.05 -79.23
50.06 14.16
43.41 10.24
42.26 14.11
16.16 -61.32
9.03 -79.24
43.23 -0.25
45.39 12.12
31.37 -8.03
34.03 -6.45
-8.08 -34.55
38.04 15.39
64.08 -21.57
16.54 96.09
49.19 4.03
36.23 28.07
-29.43 -53.42
-22.5 -43.15
45.13 14.35
44.01 12.37
48.04 -1.44
6.14 -10.22
41.49 12.15
14.1 145.15
-32.55 -60.47
51.57 4.26
24.42 46.44
33.37 73.06
6.3 -58.15
15.29 44.13
13.42 -89.07
32.44 -117.11
-23 -47.08
29.32 -98.28
-17.56 31.06
48.31 -24.8
-33.23 -70.47
42.54 -8.25
33.14 44.14
18.26 -69.4
47.27 -122.18
27 14.27
37.33 126.48
51.34 0.42
-4.4 55.31
37.37 -122.23
31.12 121.2
25.21 55.24
16.45 -22.57
1.21 103.54
37.22 -121.56
43.49 18.2
9.58 -84.16
9.59 -84.12
18.26 -66.01
40.31 22.58
41.58 21.38
40.53 -111.57
36.58 -25.1
52.42 -8.55
42.42 23.24
43.32 16.18
-12.54 -38.2
38.45 -90.22
51.33 0.14
59.39 17.55
48.41 9.13
38.54 16.15
58.53 5.38
55.58 37.25
37.26 -5.54
48.32 7.38
52.22 13.3
-33.56 151.1
29.33 52.36
47.48 13
40.31 17.24
41.19 69.24
28.29 -16.2
38.31 -28.43
43.11 0
28.29 -16.2
14.02 -87.14
52.29 13.24
35.41 51.19
41.2 19.47
32.4 13.09
43.37 1.23
32.01 34.53
22.49 5.27
0.23 6.43
35.43 -5.55
-18.48 47.29
33.56 8.06
-24.42 -53.42
25.04 121.33
37.55 12.29
51.23 -2.43
45.12 7.39
45.5 13.28
45.39 12.12
47.26 0.43
36.18 -95.52
36.51 10.14
52.34 13.18
35.33 139.46
35.54 -83.53
40.62 13.11
-0.08 -78.29
12.41 101.01
13.45 -60.57
44.55 4.58
43.14 27.49
45.3 12.21
-23 -47.08
48.07 16.33
39.29 -0.29
41.42 -4.51
45.24 10.53
38.57 -77.27
52.1 20.58
36.45 -6.04
53.19 -113.35
44.53 -63.31
45.41 -74.02
45.19 -75.4
46.48 -71.24
42.16 -82.58
48.57 -54.34
45.28 -73.44
49.11 -123.1
49.55 -97.14
51.07 -114.01
47.37 -52.45
43.41 -79.38
44.06 15.21
45.45 16.04
41.4 -1.03
-6.13 39.13
47.28 8.33
51.33 0.14
24.58 91.53

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52
565 575
25 185
345 750
945 685
845 655
880 660
25 230
525 1000
580 1175
650 1130
1605 620
1220 580
1465 200
1530 5
845 680
725 370
145 665
415 635
510 875
560 365
300 465
520 585
480 415
835 625
975 580
1215 245
1320 315
1250 400
660 180
410 250
420 555
575 665
1150 1160
700 580
685 595
685 610
770 610
795 645
720 635
760 650
475 960
95 260
875 920
700 500
555 815
830 485
1170 65
830 610
605 625
595 360
1340 725
1740 245

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101
41 49
35 17
55 45
55 20
15 30
25 30
20 50
10 43
55 60
30 60
20 65
50 35
30 25
15 10
30 5
10 20
5 30
20 40
15 60
45 65
45 20
45 10
55 5
65 35
65 20
45 30
35 40
41 37
64 42
40 60
31 52
35 69
53 52
65 55
63 65
2 60
20 20
5 5
60 12
40 25
42 7
24 12
23 3
11 14
6 38
2 48
8 56
13 52
6 68
47 47
49 58
27 43
37 31
57 29
63 23
53 12
32 12
36 26
21 24
17 34
12 24
24 58
27 69
15 77
62 77
49 73
67 5
56 39
37 47
37 56
57 68
47 16
44 17
46 13
49 11
49 42
53 43
61 52
57 48
56 37
55 54
15 47
14 37
11 31
16 22
4 18
28 18
26 52
26 35
31 67
15 19
22 22
18 24
26 27
25 24
22 27
25 21
19 21
20 26
18 18
35 35

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