New frontier in evolutionary algorithms : theory and applications /
New frontiers in evolutionary algorithms
Hitoshi Iba, Nasimul Noman
- London : Imperial College Press, 2012
- xii, 304 p. : ill ; 24 cm.
Includes bibliographical references and index
Introduction -- A practical guide to genetic algorithms using Excel simulators -- Real-valued GA and its variants -- Theoretical background of GA search performance -- The memetic computing approach -- Real-world applications of evolutionary algorithms -- Appendix A : GA simulators -- Appendix B : PSO and BUGS simulators -- Appendix C : Mathematical model of NFL