Particle Swarm Optimization

Lieferzeit: Lieferbar innerhalb 14 Tagen

155,00 

ISBN: 9537619486
ISBN 13: 9789537619480
Herausgeber: Alex Lazinica
Verlag: IntechOpen
Umfang: 488 S., 77 farbige Illustr.
Erscheinungsdatum: 01.01.2009
Auflage: 1/2009
Format: 3.8 x 26.6 x 18.5
Gewicht: 1260 g
Produktform: Gebunden/Hardback
Einband: Gebunden
Artikelnummer: 7799928 Kategorie:

Beschreibung

Particle swarm optimization (PSO) is a population based stochastic optimization technique influenced by the social behavior of bird flocking or fish schooling.PSO shares many similarities with evolutionary computation techniques such as Genetic Algorithms (GA). The system is initialized with a population of random solutions and searches for optima by updating generations. However, unlike GA, PSO has no evolution operators such as crossover and mutation. In PSO, the potential solutions, called particles, fly through the problem space by following the current optimum particles. This book represents the contributions of the top researchers in this field and will serve as a valuable tool for professionals in this interdisciplinary field.

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