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 showthe applicability of QPSO algorithms. In addition, the book includes the source code of the algorithm.
- ISBN: 978-1-4398-3576-0
- Editorial: CRC Press
- Encuadernacion: Cartoné
- Páginas: 419
- Fecha Publicación: 01/11/2011
- Nº Volúmenes: 1
- Idioma: Inglés