Particle swarm optimisation
Subtitle: classical and quantum perspectives
By: Jun Sun, Choi-Hong Lai, Xiao-Jun Wu
Contributors: Lai, Choi-Hong; Wu, Xiao-Jun
Series: Chapman and Hall/CRC numerical analysis and scientific computation series
Publisher: CRC Press
Published: 2011
Place of publication: Boca Raton
Language: eng
ISBN-13: 9781439835760
Subjects: COMPUTERS / Programming / Algorithms; Particles (Nuclear physics); Mathematical optimization; Swarm intelligence; MATHEMATICS / General; MATHEMATICS / Number Systems
Description: "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"--
Notes: Includes bibliographical references and index.