Genetic Algorithms in Search, Optimization, and Machine Learning David E. Goldberg

Name: Genetic Algorithms in Search, Optimization, and Machine Learning By David E. Goldberg
SKU: 9780201157673
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Genetic Algorithms in Search, Optimization, and Machine Learning by David E. Goldberg

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Summary

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

Genetic Algorithms in Search, Optimization, and Machine Learning Summary

Genetic Algorithms in Search, Optimization, and Machine Learning by David E. Goldberg

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

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.

Additional information

Sku

GOR012273853

ISBN 13

9780201157673

ISBN 10

0201157675

Title

Genetic Algorithms in Search, Optimization, and Machine Learning by David E. Goldberg

Author

David E. Goldberg

Condition

Used - Like New

Binding type

Hardback

Publisher

Pearson Education (US)

Year published

1989-01-01

Number of pages

432

Prizes

N/A

Cover note

Book picture is for illustrative purposes only, actual binding, cover or edition may vary.

Note

The book has been read, but looks new. The book cover has no visible wear, and the dust jacket is included if applicable. No missing or damaged pages, no tears, possible very minimal creasing, no underlining or highlighting of text, and no writing in the margins

Genetic Algorithms in Search, Optimization, and Machine Learning David E. Goldberg

Genetic Algorithms in Search, Optimization, and Machine Learning by David E. Goldberg

Summary

Genetic Algorithms in Search, Optimization, and Machine Learning Summary

Genetic Algorithms in Search, Optimization, and Machine Learning by David E. Goldberg

Table of Contents

Additional information

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