New frontier in evolutionary algorithms : theory and applications /
Iba, Hitoshi
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
9781848166813 (hbk.) 1848166818 (hbk.)
Algorithms
Genetic algorithms
Evolutionary computation
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
9781848166813 (hbk.) 1848166818 (hbk.)
Algorithms
Genetic algorithms
Evolutionary computation