Książka Genetic Algorithms: Principles and Perspectives Colin R. Reeves

Genetic Algorithms: Principles and Perspectives

A Guide to GA Theory

Język: Angielski
Oprawa: Miękka
Dostępność: Dostępna u dostawcy w małych ilościach
Wysyłamy za 13-18 dni
724.47
Genetic Algorithms: Principles and Perspectives: A Guide to GA Theory is a survey of some important...

Informacje o książce

Język
Angielski
Oprawa
Książka - Miękka
Data wydania
2013
strony
332
EAN
9781475778182
ISBN
147577818X
Enbook ID
02254188
Waga
534
Wymiary
155 x 235 x 19

Pełny opis

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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