Genetic Algorithms in Search, Optimization, and Machine Learning

Genetic Algorithms in Search, Optimization, and Machine Learning

Author: David Goldberg
ISBN: 9780201157673
Pages: 432
Format: 20 X 24
Binding: Hardback
Pub. Year: 1989


This book describes the theory, operation, and application of genetic algorithms-search algorithms based on the mechanics of natural selection and genetics.


Contents

Genetic Algorithms Revisited: Mathematical Foundations.


Computer Implementation of a Genetic Algorithm.


Some Applications of Genetic Algorithms.


Advanced Operators and Techniques in Genetic Search.


Introduction to Genetics-Based Machine Learning.


Applications of Genetics-Based Machine Learning.


A Look Back, A Glance Ahead.


Appendixes.