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Book Cover
E-book
Author Sun, Jun, 1971-

Title Particle swarm optimisation : classical and quantum perspectives / Jun Sun, Choi-Hong Lai, Xiao-Jun Wu
Published Boca Raton, FL : CRC Press, ©2012

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Description 1 online resource (xxii, 393 pages) : illustrations
Series Chapman & Hall/CRC numerical analysis and scientific computing
Chapman & Hall/CRC numerical analysis and scientific computing.
Contents 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
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"-- Provided by publisher
Bibliography Includes bibliographical references
Notes Print version record
Subject Mathematical optimization.
Particles (Nuclear physics)
Swarm intelligence.
particle physics.
COMPUTERS -- Programming -- Algorithms.
MATHEMATICS -- General.
MATHEMATICS -- Number Systems.
SCIENCE -- Mechanics -- General.
SCIENCE -- Mechanics -- Solids.
Mathematical optimization.
Particles (Nuclear physics)
Swarm intelligence.
Form Electronic book
Author Lai, Choi-Hong.
Wu, Xiao-Jun.
ISBN 9781439835777
1439835772
1280121920
9781280121920