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

Genetic Algorithms in Search, Optimization, and Machine Learning

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

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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

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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.

Additional information

CIN000409095
Genetic Algorithms in Search, Optimization, and Machine Learning by David E. Goldberg
David E. Goldberg
Used - Very Good
Hardback
Pearson Education (US)
1989-01-01
432
0201157675
9780201157673
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
This is a used book - there is no escaping the fact it has been read by someone else and it will show signs of wear and previous use. Overall we expect it to be in very good condition, but if you are not entirely satisfied please get in touch with us.