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...
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| Other Authors: | , |
| Format: | eBook |
| Language: | English |
| Published: |
Boca Raton, FL :
CRC Press,
©2012.
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| Series: | Chapman & Hall/CRC numerical analysis and scientific computing.
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| Subjects: | |
| Online Access: | Connect to the full text of this electronic book |
| Summary: | "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"-- |
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| Physical Description: | 1 online resource (xxii, 393 pages) : illustrations |
| Bibliography: | Includes bibliographical references. |
| ISBN: | 9781439835777 1439835772 1280121920 9781280121920 |