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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...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor Corporativo: | |
| Otros Autores: | , |
| 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: | |
| Acceso en línea: | Texto Completo |
MARC
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| 001 | 978-3-540-92151-6 | ||
| 003 | DE-He213 | ||
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| 020 | |a 9783540921516 |9 978-3-540-92151-6 | ||
| 024 | 7 | |a 10.1007/978-3-540-92151-6 |2 doi | |
| 050 | 4 | |a TA329-348 | |
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| 245 | 1 | 0 | |a Differential Evolution: A Handbook for Global Permutation-Based Combinatorial Optimization |h [electronic resource] / |c edited by Godfrey C. Onwubolu, Donald Davendra. |
| 250 | |a 1st ed. 2009. | ||
| 264 | 1 | |a Berlin, Heidelberg : |b Springer Berlin Heidelberg : |b Imprint: Springer, |c 2009. | |
| 300 | |a XVIII, 214 p. 105 illus. |b online resource. | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
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| 490 | 1 | |a Studies in Computational Intelligence, |x 1860-9503 ; |v 175 | |
| 505 | 0 | |a 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. | |
| 520 | |a 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. | ||
| 650 | 0 | |a Engineering mathematics. | |
| 650 | 0 | |a Engineering-Data processing. | |
| 650 | 0 | |a Artificial intelligence. | |
| 650 | 0 | |a Mathematics. | |
| 650 | 1 | 4 | |a Mathematical and Computational Engineering Applications. |
| 650 | 2 | 4 | |a Artificial Intelligence. |
| 650 | 2 | 4 | |a Applications of Mathematics. |
| 700 | 1 | |a Onwubolu, Godfrey C. |e editor. |4 edt |4 http://id.loc.gov/vocabulary/relators/edt | |
| 700 | 1 | |a Davendra, Donald. |e editor. |4 edt |4 http://id.loc.gov/vocabulary/relators/edt | |
| 710 | 2 | |a SpringerLink (Online service) | |
| 773 | 0 | |t Springer Nature eBook | |
| 776 | 0 | 8 | |i Printed edition: |z 9783540921523 |
| 776 | 0 | 8 | |i Printed edition: |z 9783540921509 |
| 776 | 0 | 8 | |i Printed edition: |z 9783662518922 |
| 830 | 0 | |a Studies in Computational Intelligence, |x 1860-9503 ; |v 175 | |
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| 950 | |a Engineering (R0) (SpringerNature-43712) | ||