Genetic Algorithms: Principles and Perspectives: A Guide to GA Theory (Operations Research/Computer Science Interfaces Series, 20, Band 20) - Softcover

Reeves, Colin R.; Rowe, Jonathan E.

 
9781475778182: Genetic Algorithms: Principles and Perspectives: A Guide to GA Theory (Operations Research/Computer Science Interfaces Series, 20, Band 20)
Softcover
ISBN 10: 147577818X ISBN 13: 9781475778182
Verlag: Springer, 2013

Inhaltsangabe

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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Verlag
Springer
Erscheinungsdatum
2013
Sprache
Englisch
ISBN 10 
147577818X
ISBN 13 
9781475778182
Einband
Taschenbuch
Anzahl der Seiten
343
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