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Particle Swarm Optimization and Intelligence - 9781615206667

Un libro in lingua di Parsopoulos Konstantinos E. Vrahatis Michael N. edito da Igi Global, 2010

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While this book is not about numerical optimization or evolutionary and swarm intelligence algorithms in general, it does provide a rough sketch of established theoretical analyses and their impact on the established variants of the algorithms. The book presents recent significant developments in particle swarm optimization (PSO) for novice and experienced PSO users and researchers. The first part of the book offers an overview of optimization, evolutionary computation, and swarm intelligence, reviews the development of PSO, and covers theoretical derivations. The second section describes real-world PSO applications. Appendices provide test problems and an example implementation of PSO in MATLAB. A list of web resources is also provided. Parsopoulos is affiliated with the University of Ioannina, Greece. Vrahatis is affiliated with the University of Patras, Greece. Annotation ©2010 Book News, Inc., Portland, OR (booknews.com)

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