Genetic Algorithms in Search, Optimization, and Machine Learning / Edition 1

Genetic Algorithms in Search, Optimization, and Machine Learning / Edition 1

by David E. Goldberg
     
 

ISBN-10: 0201157675

ISBN-13: 9780201157673

Pub. Date: 10/01/1989

Publisher: Addison-Wesley

This book brings together - in an informal and tutorial fashion - the computer techniques, mathematical tools, and research results that will enable both students and practitioners to apply genetic algorithms to problems in many fields.

Major concepts are illustrated with running examples, and major algorithms are illustrated by Pascal computer programs. No

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Overview

This book brings together - in an informal and tutorial fashion - the computer techniques, mathematical tools, and research results that will enable both students and practitioners to apply genetic algorithms to problems in many fields.

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.

0201157675B07092001

Product Details

ISBN-13:
9780201157673
Publisher:
Addison-Wesley
Publication date:
10/01/1989
Edition description:
New Edition
Pages:
372
Product dimensions:
7.75(w) x 9.53(h) x 0.81(d)

Table of 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.

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