Non-Fiction Books:

Evolutionary Algorithms in Theory and Practice

Evolution Strategies, Evolutionary Programming, Genetic Algorithms

Format

Hardback

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Evolutionary Algorithms in Theory and Practice by Thomas Back
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Description

This book compares the three most prominent representatives of evolutionary algorithms - genetic algorithms, evolution strategies, and evolutionary programming - computational methods at the border between computer science and evolutionary biology. The algorithms are explained within a common formal framework, thereby clarifying the similarities and differences of these methods. The author also presents new results regarding the role of mutation and selection in genetic algorithms and uses a meta-evolutionary approach to confirm some of the theoretical results.
Release date Australia
January 11th, 1996
Author
Country of Publication
United States
Illustrations
line figures, tables
Imprint
Oxford University Press Inc
Pages
328
Dimensions
163x241x23
ISBN-13
9780195099713
Product ID
2395657

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