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Evolutionary Algorithms in Theory and Practice

Evolution Strategies, Evolutionary Programming, Genetic Algorithms

Thomas Bäck author

Format:Hardback

Publisher:Oxford University Press Inc

Published:15th Feb '96

Currently unavailable, and unfortunately no date known when it will be back

Evolutionary Algorithms in Theory and Practice cover

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.

The reviewed book gives an unified mathematical representation of evolutionary algorithms. The book can be useful to researches in the theory of evolutionary algorithms. * Zeischrift fur Mathematik *

ISBN: 9780195099713

Dimensions: 163mm x 243mm x 23mm

Weight: 601g

328 pages