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.
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.
€144.99
Содержание
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.
Об авторе
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 (e Xtended Particle Swarm) project.Купите эту электронную книгу и получите еще одну БЕСПЛАТНО!
язык английский ● Формат EPUB ● страницы 244 ● ISBN 9781118613979 ● Размер файла 3.5 MB ● издатель John Wiley & Sons ● опубликованный 2013 ● Издание 1 ● Загружаемые 24 месяцы ● валюта EUR ● Код товара 2651339 ● Защита от копирования Adobe DRM
Требуется устройство для чтения электронных книг с поддержкой DRM
Больше книг от того же автора (ов) / редактор
48 032 Электронные книги в этой категории
