Differential Evolution: A Handbook for Global Permutation-Based Combinatorial Optimization (eBook, PDF)

Redaktion: Onwubolu, Godfrey C.; Davendra, Donald

• Format: PDF

Produktbeschreibung

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.

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Produktdetails

• Verlag: Springer Berlin Heidelberg
• Seitenzahl: 213
• Erscheinungstermin: 23. Dezember 2008
• Englisch
• ISBN-13: 9783540921516
• Artikelnr.: 44599463

Inhaltsangabe

Motivation for Differential Evolution for Permutative-Based Combinatorial Problems.- Differential Evolution for Permutation-Based Combinatorial Problems.- Forward Backward Transformation.- Relative Position Indexing Approach.- Smallest Position Value Approach.- Discrete/Binary Approach.- Discrete Set Handling.