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Genetic algorithms in search, optimization, and machine learning

Author: David E Goldberg
Publisher: Reading, Mass. : Addison-Wesley Publishing Company, ©1989.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:
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.
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Additional Physical Format: Online version:
Goldberg, David E. (David Edward), 1953-
Genetic algorithms in search, optimization, and machine learning.
Reading, Mass. : Addison-Wesley Pub. Co., ©1989
(OCoLC)570855389
Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: David E Goldberg
ISBN: 0201157675 9780201157673
OCLC Number: 17674450
Description: xiii, 412 pages : illustrations ; 25 cm
Contents: 1. A GENTLE INTRODUCTION TO GENETIC ALGORITHMS ---
2. GENETIC ALGORITHMS REVISITED: MATHEMATICAL FOUNDATIONS ---
3. COMPUTER IMPLEMENTATION OF A GENETIC ALGORITHM ---
4. SOME APPLICATIONS OF GENETIC ALGORITHMS ---
5. ADVANCED OPERATORS AND TECHNIQUES IN GENETIC SEARCH ---
6. INTRODUCTION TO GENETICS-BASED MACHINE LEARNING ---
7. APPLICATIONS OF GENETICS-BASED MACHINE LEARNING ---
8. A LOOK BACK, A GLANCE AHEAD.
Responsibility: David E. Goldberg.
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Abstract:

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

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Geneteic Algorithms,search optimization and machine learning.

by nitinbhoge (WorldCat user published 2006-12-04) Very Good Permalink
Geneteic Algorithms,search optimization and machine learning. -David E Goldberg
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