M. Iglesias, B. Naudts, A. Verschoren, C. Vidal

Foundations of Generic Optimization (eBook, PDF)

Volume 1: A Combinatorial Approach to Epistasis

• Format: PDF

Produktdetails

• Verlag: Springer Netherland
• Erscheinungstermin: 30. März 2006
• Englisch
• ISBN-13: 9781402036651
• Artikelnr.: 37346027

Autorenporträt

M. Iglesias, Universidade da Coruña, La Coruña, Spain / A. Verschoren, Universiteit Antwerpen, Antwerpen, Belgium / B. Naudts, Universiteit Antwerpen, Antwerpen, Belgium / C. Vidal, Universidade da Coruña, La Coruña, Spain

Inhaltsangabe

Genetic algorithms: a guide for absolute beginners.- Evolutionary algorithms and their theory.- Epistasis.- Examples.- Walsh transforms.- Multary epistasis.- Generalized Walsh transforms.

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Genetic algorithms: a guide for absolute beginners.- Evolutionary algorithms and their theory.- Epistasis.- Examples.- Walsh transforms.- Multary epistasis.- Generalized Walsh transforms.

Rezensionen

From the reviews: "This book deals with combinatorial aspects of epistasis, especially normalized epistasis, a concept that exists in genetics and evolutionary algorithms. It starts with the theory of evolutionary algorithms. This illustrative introduction makes the book readable independent on other textbooks. ... The book is very well written and presents many important and useful results. ... It shows also that difficult practical problems can only be efficiently solved by a combination of Modelling, Mathematics and Computing." (Christian Posthoff, Zentralblatt MATH, Vol. 1108 (10), 2007)