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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 s...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Otros Autores: | , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Boca Raton, FL :
CRC Press,
©2012.
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| Colección: | Chapman & Hall/CRC numerical analysis and scientific computing.
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| Temas: | |
| Acceso en línea: | Texto completo Texto completo |
MARC
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| 100 | 1 | |a Sun, Jun, |d 1971- |1 https://id.oclc.org/worldcat/entity/E39PCjrY76JPMPthpqFhkgk4FX | |
| 245 | 1 | 0 | |a Particle swarm optimisation : |b classical and quantum perspectives / |c Jun Sun, Choi-Hong Lai, Xiao-Jun Wu. |
| 260 | |a Boca Raton, FL : |b CRC Press, |c ©2012. | ||
| 300 | |a 1 online resource (xxii, 393 pages) : |b illustrations | ||
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| 520 | |a "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"-- |c Provided by publisher | ||
| 504 | |a Includes bibliographical references. | ||
| 588 | 0 | |a Print version record. | |
| 505 | 0 | |a Ch. 1. Introduction -- ch. 2. Particle swarm optimisation -- ch. 3. Some variants of particle swarm optimisation -- ch. 4. Quantum-behaved particle swarm optimisation -- ch. 5. Advanced topics -- ch. 6. Industrial applications. | |
| 590 | |a O'Reilly |b O'Reilly Online Learning: Academic/Public Library Edition | ||
| 590 | |a ProQuest Ebook Central |b Ebook Central Academic Complete | ||
| 650 | 0 | |a Mathematical optimization. | |
| 650 | 0 | |a Particles (Nuclear physics) | |
| 650 | 0 | |a Swarm intelligence. | |
| 650 | 6 | |a Optimisation mathématique. | |
| 650 | 6 | |a Particules (Physique nucléaire) | |
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| 650 | 7 | |a Swarm intelligence |2 fast | |
| 700 | 1 | |a Lai, Choi-Hong. | |
| 700 | 1 | |a Wu, Xiao-Jun. | |
| 776 | 0 | 8 | |i Print version: |a Sun, Jun, 1971- |t Particle swarm optimisation. |d Boca Raton : CRC Press, 2011 |z 9781439835760 |w (DLC) 2011033831 |w (OCoLC)466360839 |
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