Handbook of Memetic Algorithms
Memetic Algorithms (MAs) are computational intelligence structures combining multiple and various operators in order to address optimization problems. The combination and interaction amongst operators evolves and promotes the diffusion of the most successful units and generates an algorithmic behav...
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| Главный автор: | |
|---|---|
| Другие авторы: | , |
| Формат: | Livre numérique |
| Язык: | Anglais |
| Опубликовано: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
[20..].
Cham : Springer Nature |
| Редактирование: | 1st ed. 2012. |
| Серии: | Studies in Computational Intelligence
379 |
| Предметы: | |
| Online-ссылка: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Примечание: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Handbook of Memetic Algorithms, Texte imprimé, 9783642232466 • Handbook of Memetic Algorithms, Texte imprimé, 9783642269424 • Handbook of Memetic Algorithms, Texte imprimé, 9783642232480 • Handbook of Memetic Algorithms, Texte imprimé, 9783642232466 |
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| 020 | |a 9783642232473 (en ligne) | ||
| 041 | 0 | |a eng | |
| 082 | |a 519 | ||
| 100 | 1 | |a Neri, Ferrante. | |
| 245 | 1 | 0 | |a Handbook of Memetic Algorithms |c edited by Ferrante Neri, Carlos Cotta, Pablo Moscato. |
| 250 | |a 1st ed. 2012. | ||
| 260 | |a Berlin, Heidelberg : |b Springer Berlin Heidelberg. | ||
| 260 | |a Cham : |b Springer Nature, |c [20..]. | ||
| 490 | 0 | |a Studies in Computational Intelligence |v 379 |x 1860-9503 | |
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 505 | 1 | |a Part I Foundations Part II Methodology Part III Applications Part IV Epilogue | |
| 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 Memetic Algorithms (MAs) are computational intelligence structures combining multiple and various operators in order to address optimization problems. The combination and interaction amongst operators evolves and promotes the diffusion of the most successful units and generates an algorithmic behavior which can handle complex objective functions and hard fitness landscapes. Handbook of Memetic Algorithms organizes, in a structured way, all the the most important results in the field of MAs since their earliest definition until now. A broad review including various algorithmic solutions as well as successful applications is included in this book. Each class of optimization problems, such as constrained optimization, multi-objective optimization, continuous vs combinatorial problems, uncertainties, are analysed separately and, for each problem, memetic recipes for tackling the difficulties are given with some successful examples. Although this book contains chapters written by multiple authors, a great attention has been given by the editors to make it a compact and smooth work which covers all the main areas of computational intelligence optimization. It is not only a necessary read for researchers working in the research area, but also a useful handbook for practitioners and engineers who need to address real-world optimization problems. In addition, the book structure makes it an interesting work also for graduate students and researchers is related fields of mathematics and computer science. | ||
| 650 | |a Ingénierie | ||
| 650 | |a Algorithmes évolutionnaires | ||
| 650 | |a Intelligence artificielle | ||
| 700 | 1 | |a Cotta, Carlos. |4 edt | |
| 700 | 1 | |a Moscato, Pablo. |4 edt | |
| 700 | 1 | |a Neri, Ferrante. |4 edt | |
| 700 | 1 | |a Cotta, Carlos. |4 edt | |
| 700 | 1 | |a Moscato, Pablo. |4 edt | |
| 776 | 0 | |t Handbook of Memetic Algorithms |b Texte imprimé |z 9783642232466 | |
| 776 | 0 | |t Handbook of Memetic Algorithms |b Texte imprimé |z 9783642269424 | |
| 776 | 0 | |t Handbook of Memetic Algorithms |b Texte imprimé |z 9783642232480 | |
| 776 | 0 | |t Handbook of Memetic Algorithms |b Texte imprimé |z 9783642232466 | |
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