Genetic Algorithms in Search, Optimization, and Machine Learning
Genetic Algorithms in Search, Optimization, and Machine Learning
Συγγραφέας: David Goldberg
ISBN: 9780201157673
Σελίδες: 432
Σχήμα: 20 X 24
Εξώφυλλο: Σκληρό
Έτος έκδοσης: 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.