Evolvable Systems: From Biology to Hardware

Abstract

Foundations of Genetic Algorithms, Volume 5 is the fifth in the series of books recording the prestigious Foundations of Genetic Algorithms Workshops, sponsored and organized by the International Society of Genetic Algorithms specifically to address theoretical publications on genetic algorithms and classifier systems. This volume's papers deal with GA dynamics; genetic operators (mostly in their relationship to schemata); characterization of landscapes over which an algorithm is searching; and the interaction between different parameters or strategies used for controlling the course of genetic search. Includes research from academia, government laboratories, and industry Contains longer-than-typical conference papers that have been subjectd to two rounds of reviews Continues the tradition of presenting not only current theoreti cal work, but also issues that could shape future research in the field