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Differential Evolution: A Handbook for Global Permutation-Based Combinatorial Optimization
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| Organization: | Tomas Bata University in Zlin |
| Department: | Department of Applied Informatics |
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| Publisher: | Springer-Verlag (Berlin) |
| Additional cataloguing information: | ISBN-10: 3540921508
Vol. 175 of Studies in Computational Intelligence (Editor-in-Chief: Janusz Kacprzyk) |
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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
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This book is 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. Suitable as a resource for both professionals and students, this book presents in detail the various permutative-based combinatorial DE formulations by their initiators, through extensive illustrations and computer code.
Supplemental Mathematica source programs can be downloaded from the publisher's website.
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differential evolution, combinatorial problems, forward backward transformation, set partitioning, relative position indexing, discrete set handling, permutative optimization
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