Particle Swarm Optimization

Inbunden, Engelska, 2006

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Beskrivning

This 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.

Produktinformation

Utgivningsdatum:2006-02-07
Mått:163 x 242 x 19 mm
Vikt:506 g
Format:Inbunden
Språk:Engelska
Antal sidor:244
Förlag:ISTE Ltd and John Wiley & Sons Inc
ISBN:9781905209040

Utforska kategorier

Optimering inom Naturvetenskap och teknik

Mer om författaren

Maurice Clerc is recognized as one of the foremost PSO specialists in the world. A former France Telecom Research and Development engineer, he maintains his research activities as a consultant for the XPS (eXtended Particle Swarm) project.

Innehållsförteckning

Foreword. Introduction.Part 1: Particle Swarm Optimization.Chapter 1. What is a difficult problem?Chapter 2. On a table corner.Chapter 3. First formulations.Chapter 4. Benchmark set.Chapter 5. Mistrusting chance.Chapter 6. First results.Chapter 7. Swarm: memory and influence graphs.Chapter 8. Distributions of proximity.Chapter 9. Optimal parameter settings.Chapter 10. Adaptations.Chapter 11. TRIBES or co-operation of tribes.Chapter 12. On the constraints.Chapter 13. Problems and applications.Chapter 14. Conclusion.Part 2: Outlines.Chapter 15. On parallelism.Chapter 16. Combinatorial problems.Chapter 17. Dynamics of a swarm.Chapter 18. Techniques and alternatives.Further Information.Bibliography.Index.