Genetic Algorithms: Principles and Perspectives

Name: Genetic Algorithms: Principles and Perspectives
Brand: Springer-Verlag New York Inc.
SKU: 9781475778182
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A Guide to GA Theory

Autor: Colin R. Reeves, Jonathan E. Rowe

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer-Verlag New York Inc.

Dostupnost: Skladem u dodavatele

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Genetic Algorithms: Principles and Perspectives: A Guide to GA Theory is a survey of some important...

Informace o knize

Autor

Colin R. Reeves, Jonathan E. Rowe

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2013

Stránek

332

EAN

9781475778182

ISBN

147577818X

Enbook ID

02254188

Vydavatel

Springer-Verlag New York Inc.

Hmotnost

534

Rozměry

155 x 235 x 19

Kompletní popis

Genetic Algorithms: Principles and Perspectives: A Guide to GA Theory is a survey of some important theoretical contributions, many of which have been proposed and developed in the Foundations of Genetic Algorithms series of workshops. However, this theoretical work is still rather fragmented, and the authors believe that it is the right time to provide the field with a systematic presentation of the current state of theory in the form of a set of theoretical perspectives. The authors do this in the interest of providing students and researchers with a balanced foundational survey of some recent research on GAs. The scope of the book includes chapter-length discussions of Basic Principles, Schema Theory, "No Free Lunch", GAs and Markov Processes, Dynamical Systems Model, Statistical Mechanics Approximations, Predicting GA Performance, Landscapes and Test Problems.

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Genetic Algorithms: Principles and Perspectives

A Guide to GA Theory

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Kompletní popis

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