Genetic Algorithms in Search, Optimization & Machine Learning (häftad)
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Format
Häftad (Paperback)
Språk
Engelska
Antal sidor
412
Utgivningsdatum
1989-01-01
Upplaga
1
Förlag
ADDISON-WESLEY
Medarbetare
Goldberg, David E.
Illustratör/Fotograf
illustrations
Illustrationer
Ill.
Dimensioner
240 x 195 x 23 mm
Vikt
756 g
Antal komponenter
1
Komponenter
book
ISBN
9780201157673

Genetic Algorithms in Search, Optimization & Machine Learning

In Search, Optimization and Machine Learning

av David E Goldberg
Häftad,  Engelska, 1989-01-01

Slutsåld

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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Innehållsförteckning



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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