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Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Author: Goldberg, David E.
Edition/Copyright: 1989
ISBN: 0-201-15767-5
Publisher: Addison-Wesley Longman, Inc.
Type: Hardback
Used Print:  $60.00
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Summary
Table of Contents
 
  Summary

Major concepts are illustrated with running examples, and major algorithms are illustrated by Pascal computer programs. No prior knowledge of GAs or genetics is assumed, and only a minimum of computer programming and mathematics background is required.

 
  Table of Contents

A Gentle Introduction to Genetic Algorithms.
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.


Appendices.

 

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