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
:
Library | Material Type | Item Barcode | Shelf Number | [[missing key: search.ChildField.HOLDING]] | Status |
---|
Online Library | E-Book | 287098-1001 | ONLINE | | Elektronik Kütüphane |