Particle swarm optimisation classical and quantum perspectives
This volume provides a detailed description of the state of the art of particle swarm optimization (PSO) and quantum-behaved particle swarm optimization (QPSO) algorithms. The authors present the motivation, principles, and theoretical analysis of the algorithms. They discuss advanced topics such as...
| Otros Autores: | , , |
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| Formato: | Libro electrónico |
| Idioma: | Inglés |
| Publicado: |
Boca Raton [Fla.] :
CRC Press
2012.
Boca Raton, Fla. : 2012. |
| Edición: | 1st ed |
| Colección: | Chapman & Hall/CRC numerical analysis and scientific computing.
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| Materias: | |
| Ver en Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009755078806719 |
| Sumario: | This volume provides a detailed description of the state of the art of particle swarm optimization (PSO) and quantum-behaved particle swarm optimization (QPSO) algorithms. The authors present the motivation, principles, and theoretical analysis of the algorithms. They discuss advanced topics such as the behavior of individual particles, global convergence, time complexity, and rate of convergence. The authors also present various examples and applications to show the applicability of QPSO algorithms. In addition, the book includes the source code of the algorithm--Provided by publisher. |
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| Notas: | A Chapman & Hall book. |
| Descripción Física: | 1 online resource (419 p.) |
| Bibliografía: | Includes bibliographical references and index. |
| ISBN: | 9781040057704 9780429105999 9781280121920 9786613525789 9781439835777 |
