diff --git a/trunk/paradiseo-moeo/doc/CMakeLists.txt b/trunk/paradiseo-moeo/doc/CMakeLists.txt
new file mode 100644
index 000000000..427bdf9ad
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/CMakeLists.txt
@@ -0,0 +1,38 @@
+
+### ParadisEO-MOEO Doc generation using Doxygen ###
+
+# Find the Doxygen package - will set all the variables required to use Doxygen
+FIND_PACKAGE(Doxygen)
+
+IF (DOXYGEN_FOUND)
+
+SET(MOEO_DOC_COMMENT "ParadisEO-MOEO framework documentation")
+SET(DOXYGEN_INPUT "moeo.doxyfile")
+SET(DOXYGEN_OUTPUT "ParadisEO-MOEO documentation")
+
+ADD_CUSTOM_COMMAND(
+  OUTPUT ${DOXYGEN_OUTPUT}
+  COMMAND ${CMAKE_COMMAND} -E echo_append "Building documentation from ${MOEO_DOC_DIR} ..."
+  COMMAND ${DOXYGEN_EXECUTABLE} ${DOXYGEN_INPUT}
+  COMMAND ${CMAKE_COMMAND} -E echo "Done."
+  WORKING_DIRECTORY ${MOEO_DOC_DIR}
+  COMMENT ${MOEO_DOC_COMMENT}
+  DEPENDS ${DOXYGEN_INPUT}
+  )
+
+# The main target launched with "make doc"
+ADD_CUSTOM_TARGET(doc DEPENDS ${DOXYGEN_OUTPUT})
+
+# A forced additionnal target that generate the documentation in the current directory
+ADD_CUSTOM_TARGET(doc_forced
+  COMMAND ${CMAKE_COMMAND} -E echo_append "Building documentation from current directory ..."
+  COMMAND ${DOXYGEN_EXECUTABLE} ${DOXYGEN_INPUT}
+  COMMAND ${CMAKE_COMMAND} -E echo " Done."
+  WORKING_DIRECTORY ${CMAKE_CURRENT_SOURCE_DIR})
+
+ELSE (DOXYGEN_FOUND)
+	MESSAGE(STATUS "Unable to generate the document, Doxygen package not found")
+ENDIF (DOXYGEN_FOUND)
+
+
+