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Genetic Algorithms: Principles and Perspectives - A Guide to GA Theory (Paperback, Softcover reprint of the original 1st ed. 2002)
Loot Price: R4,502
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Genetic Algorithms: Principles and Perspectives - A Guide to GA Theory (Paperback, Softcover reprint of the original 1st ed. 2002)
Series: Operations Research/Computer Science Interfaces Series, 20
Expected to ship within 10 - 15 working days
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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.
General
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