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Detalles bibliogr�ficos

T�tulo: GENETIC ALGORITHMS AND GENETIC PROGRAMMING: MODERN CONCEPTS AND PRACTICAL APPLICATIONS
Editor: Chapman and Hall/CRC
Fecha de publicaci�n: 2009
Idioma: Ingl�s
ISBN 10: 1584886293
ISBN 13: 9781584886297
Encuadernaci�n: Encuadernaci�n de tapa blanda
Edici�n: Edici�n Internacional
Estado: Brand New

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Sinopsis

This book describes several generic algorithmic concepts that can be used in any kind of GA or with evolutionary optimization techniques. It provides a better understanding of the basic workflow of GAs and GP, encouraging readers to establish new bionic, problem-independent theoretical concepts. By comparing the results of standard GA and GP implementation with several algorithmic extensions, the authors show how to substantially increase achievable solution quality. They also describe structure identification using HeuristicLab as a platform for algorithm development. Software, dynamical presentations of representative test runs, and more are available on a supplementary website.

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Michael Affenzeller, Stefan Wagner, Stephan Winkler, Andreas Beham

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