Spatially Structured Evolutionary Algorithms: Artificial Evolution in Space and Time / Edition 1

Spatially Structured Evolutionary Algorithms: Artificial Evolution in Space and Time / Edition 1

by Marco Tomassini
     
 

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ISBN-10: 364206339X

ISBN-13: 9783642063398

Pub. Date: 12/15/2010

Publisher: Springer Berlin Heidelberg

Evolutionary algorithms (EAs) is now a mature problem-solving family of heuristics that has found its way into many important real-life problems and into leading-edge scientific research. Spatially structured EAs have different properties than standard, mixing EAs. By virtue of the structured disposition of the population members they bring about new dynamical

Overview

Evolutionary algorithms (EAs) is now a mature problem-solving family of heuristics that has found its way into many important real-life problems and into leading-edge scientific research. Spatially structured EAs have different properties than standard, mixing EAs. By virtue of the structured disposition of the population members they bring about new dynamical features that can be harnessed to solve difficult problems faster and more efficiently. This book describes the state of the art in spatially structured EAs by using graph concepts as a unifying theme. The models, their analysis, and their empirical behavior are presented in detail. Moreover, there is new material on non-standard networked population structures such as small-world networks. The book should be of interest to advanced undergraduate and graduate students working in evolutionary computation, machine learning, and optimization. It should also be useful to researchers and professionals working in fields where the topological structures of populations and their evolution plays a role.

Product Details

ISBN-13:
9783642063398
Publisher:
Springer Berlin Heidelberg
Publication date:
12/15/2010
Series:
Natural Computing Series
Edition description:
Softcover reprint of hardcover 1st ed. 2005
Pages:
193
Product dimensions:
6.10(w) x 9.25(h) x 0.02(d)

Table of Contents

Setting the Stage for Structured Populations.- Island Models.- Island Models: Empirical Properties.- Lattice Cellular Models.- Lattice Cellular Models: Empirical Properties.- Random and Irregular Cellular Populations.- Coevolutionary Structured Models.- Some Nonconventional Models.

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