Differential Evolution: A Handbook for Global Permutation-Based Combinatorial Optimization

This is the first book devoted entirely to Differential Evolution (DE) for global permutative-based combinatorial optimization. Since its original development, DE has mainly been applied to solving problems characterized by continuous parameters. This means that only a subset of real-world problems...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Onwubolu, Godfrey C. (Editor ), Davendra, Donald (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2009.
Edición:1st ed. 2009.
Colección:Studies in Computational Intelligence, 175
Temas:
Engineering mathematics.
Engineering-Data processing.
Artificial intelligence.
Mathematics.
Mathematical and Computational Engineering Applications.
Artificial Intelligence.
Applications of Mathematics.
Acceso en línea:Texto Completo
Descripción
Sumario:This is the first book devoted entirely to Differential Evolution (DE) for global permutative-based combinatorial optimization. Since its original development, DE has mainly been applied to solving problems characterized by continuous parameters. This means that only a subset of real-world problems could be solved by the original, classical DE algorithm. This book presents in detail the various permutative-based combinatorial DE formulations by their initiators in an easy-to-follow manner, through extensive illustrations and computer code. It is a valuable resource for professionals and students interested in DE in order to have full potentials of DE at their disposal as a proven optimizer. All source programs in C and Mathematica programming languages are downloadable from the website of Springer.
Descripción Física:XVIII, 214 p. 105 illus. online resource.
ISBN:9783540921516
ISSN:1860-9503 ;

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