New frontier in evolutionary algorithms : theory and applications

• Main Authors: Iba, Hitoshi, 1962- (Author), Noman, Nasimul (Author)
• Format: Book
• Language: English
• Published: London : Imperial College Press, c2012
• Subjects: evoluční algoritmy; genetické algoritmy; evoluční výpočty; algoritmy; evolutionary algorithms; genetic algorithms; evolutionary computation; algorithms; monografie; monographs
• ISBN: 9781848166813 1-84816-681-8
• Physical Description: xii, 304 s. : il ; 24 cm

Table of Contents:

• 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