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Evolutionary Algorithms in Theory and Practice

Name: Evolutionary Algorithms in Theory and Practice
Brand: Oxford University Press Inc
SKU: 04513701
Price: 264.64 EUR
Availability: InStock
Author: Thomas Back
ISBN: 9780195099713

Evolution Strategies, Evolutionary Programming, Genetic Algorithms

Thomas Back

Jazyk

Angličtina

Kniha Pevná

Libristo kód: 04513701

Nakladateľstvo Oxford University Press Inc, február 1996

This book compares the three most prominent representatives of evolutionary algorithms - genetic alg... Celý popis

Libristo kód: 04513701

640 b

264.64 €

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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.