Particle swarm optimisation classical and quantum perspectives
by
 
Sun, Jun, 1971-

Title
Particle swarm optimisation classical and quantum perspectives

Author
Sun, Jun, 1971-

ISBN
9781439835777

Publication Information
Boca Raton, Fla. : CRC Press, c2012.

Physical Description
xxii, 397 p. : ill.

Series
Chapman and Hall/CRC numerical analysis and scientific computing

Series Title
Chapman and 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.

Abstract
"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.

Subject Term
Mathematical optimization.
 
Particles (Nuclear physics)
 
Swarm intelligence.

Added Author
Lai, Choi-Hong.
 
Wu, Xiao-Jun.

Electronic Access
Distributed by publisher. Purchase or institutional license may be required for access.


LibraryMaterial TypeItem BarcodeShelf Number[[missing key: search.ChildField.HOLDING]]Status
Online LibraryE-Book287098-1001ONLINEElektronik Kütüphane