Advances in differential evolution
Differential evolution is arguably one of the hottest topics in today's computational intelligence research. This book seeks to present a comprehensive study of the state of the art in this technology and also directions for future research. The fourteen chapters of this book have been written...
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| Autor principal: | |
|---|---|
| Outros Autores: | |
| Formato: | Livre numérique |
| Idioma: | Anglais |
| Publicado em: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
[20..].
Cham : Springer Nature |
| Edição: | 1st ed. 2008. |
| Colecção: | Studies in Computational Intelligence
143 |
| Acesso em linha: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Nota: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Advances in differential evolution, Uday K. Chakraborty, 2008, Berlin, Springer Verlag, 1 vol. (X- 338 p.), Studies in computational intelligence, 978-3-540-68827-3 • Advances in Differential Evolution, Texte imprimé, 9783540864547 • Advances in Differential Evolution, Texte imprimé, 9783642088391 • Advances in differential evolution, Uday K. Chakraborty, 2008, Berlin, Springer Verlag, 1 vol. (X- 338 p.), Studies in computational intelligence, 978-3-540-68827-3 |
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| 041 | 0 | |a eng | |
| 082 | |a 519 | ||
| 100 | 1 | |a Chakraborty, Uday K., |d 1951- | |
| 245 | 1 | 0 | |a Advances in differential evolution |c edited by Janusz Kacprzyk, Uday K. Chakraborty. |
| 250 | |a 1st ed. 2008. | ||
| 260 | |a Berlin, Heidelberg : |b Springer Berlin Heidelberg. | ||
| 260 | |a Cham : |b Springer Nature, |c [20..]. | ||
| 490 | 0 | |a Studies in Computational Intelligence |v 143 |x 1860-9503 | |
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 505 | 1 | |a Differential Evolution Research Trends and Open Questions Eliminating Drift Bias from the Differential Evolution Algorithm An Analysis of the Control Parameters Adaptation in DE Stopping Criteria for Differential Evolution in Constrained Single-Objective Optimization Constrained Optimization by ? Constrained Differential Evolution with Dynamic ?-Level Control Opposition-Based Differential Evolution Multi-objective Optimization Using Differential Evolution: A Survey of the State-of-the-Art A Review of Major Application Areas of Differential Evolution The Differential Evolution Algorithm as Applied to Array Antennas and Imaging Applications of Differential Evolution in Power System Optimization Self-adaptive Differential Evolution Using Chaotic Local Search for Solving Power Economic Dispatch with Nonsmooth Fuel Cost Function An Adaptive Differential Evolution Algorithm with Opposition-Based Mechanisms, Applied to the Tuning of a Chess Program Differential Evolution for the Offline and Online Optimization of Fed-Batch Fermentation Processes Worst Case Analysis of Control Law for Re-entry Vehicles Using Hybrid Differential Evolution | |
| 506 | |a Accès en ligne pour les établissements français bénéficiaires des licences nationales | ||
| 506 | |a Accès soumis à abonnement pour tout autre établissement | ||
| 506 | |a Conditions particulières de réutilisation pour les bénéficiaires des licences nationales. https://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 | ||
| 520 | |a Differential evolution is arguably one of the hottest topics in today's computational intelligence research. This book seeks to present a comprehensive study of the state of the art in this technology and also directions for future research. The fourteen chapters of this book have been written by leading experts in the area. The first seven chapters focus on algorithm design, while the last seven describe real-world applications. Chapter 1 introduces the basic differential evolution (DE) algorithm and presents a broad overview of the field. Chapter 2 presents a new, rotationally invariant DE algorithm. The role of self-adaptive control parameters in DE is investigated in Chapter 3. Chapters 4 and 5 address constrained optimization; the former develops suitable stopping conditions for the DE run, and the latter presents an improved DE algorithm for problems with very small feasible regions. A novel DE algorithm, based on the concept of "opposite" points, is the topic of Chapter 6. Chapter 7 provides a survey of multi-objective differential evolution algorithms. A review of the major application areas of differential evolution is presented in Chapter 8. Chapter 9 discusses the application of differential evolution in two important areas of applied electromagnetics. Chapters 10 and 11 focus on applications of hybrid DE algorithms to problems in power system optimization. Chapter 12 applies the DE algorithm to computer chess. The use of DE to solve a problem in bioprocess engineering is discussed in Chapter 13. Chapter 14 describes the application of hybrid differential evolution to a problem in control engineering | ||
| 700 | 1 | |a Kacprzyk, Janusz, |d 1947- |4 pbd | |
| 700 | 1 | |a Chakraborty, Uday K., |d 1951- |4 pbd | |
| 776 | 0 | |0 147814014 |t Advances in differential evolution |f Uday K. Chakraborty |d 2008 |c Berlin |n Springer Verlag |p 1 vol. (X- 338 p.) |s Studies in computational intelligence |z 978-3-540-68827-3 | |
| 776 | 0 | |t Advances in Differential Evolution |b Texte imprimé |z 9783540864547 | |
| 776 | 0 | |t Advances in Differential Evolution |b Texte imprimé |z 9783642088391 | |
| 776 | 0 | |0 147814014 |t Advances in differential evolution |f Uday K. Chakraborty |d 2008 |c Berlin |n Springer Verlag |p 1 vol. (X- 338 p.) |s Studies in computational intelligence |z 978-3-540-68827-3 | |
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