Particle Swarm Optimization
By (author) Maurice Clerc
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Particle Swarm Optimization by Maurice Clerc
Book DescriptionThis is the first book devoted entirely to Particle Swarm Optimization (PSO), which is a non-specific algorithm, similar to evolutionary algorithms, such as taboo search and ant colonies. Since its original development in 1995, PSO has mainly been applied to continuous-discrete heterogeneous strongly non-linear numerical optimization, and it is thus used almost everywhere in the world. Its convergence rate also makes it a preferred tool in dynamic optimization.
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Book DetailsISBN: 9781905209040
(241mm x 163mm x 19mm)
Imprint: ISTE Ltd
Publisher: ISTE Ltd
Publish Date: 7-Feb-2006
Country of Publication: United Kingdom
Books By Author Maurice Clerc
Guided Randomness in Optimization, Hardback (June 2015)» View all books by Maurice Clerc
The performance of an algorithm used depends on the GNA. This book focuses on the comparison of optimizers, it defines a stress-outcome approach which can be derived all the classic criteria (median, average, etc. ) and other more sophisticated.
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Author Biography - Maurice Clerc
Maurice Clerc is recognized as one of the foremost particle swarm optimization specialists in the world. A former France Telecom R&D engineer, he maintains his research activities as a consultant for the XPS (eXtended Particle Swarm) project.
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