Differential Evolution: Fundamentals and Applications in Electrical Engineering (Repost)
Anyong Qing, "Differential Evolution: Fundamentals and Applications in Electrical Engineering"
English | 2009-09-15 | ISBN: 0470823925 | 352 pages | PDF | 14.5 mb
English | 2009-09-15 | ISBN: 0470823925 | 352 pages | PDF | 14.5 mb
Differential evolution is a very simple but very powerful stochastic optimizer. Since its inception, it has proved very efficient and robust in function optimization and has been applied to solve problems in many scientific and engineering fields. In Differential Evolution , Dr. Qing begins with an overview of optimization, followed by a state-of-the-art review of differential evolution, including its fundamentals and up-to-date advances. He goes on to explore the relationship between differential evolution strategies, intrinsic control parameters, non-intrinsic control parameters, and problem features through a parametric study. Findings and recommendations on the selection of strategies and intrinsic control parameter values are presented. Lastly, after an introductory review of reported applications in electrical and electronic engineering fields, different research groups demonstrate how the methods can be applied to such areas as: multicast routing, multisite mapping in grid environments, antenna arrays, analog electric circuit sizing, electricity markets, stochastic tracking in video sequences, and color quantization.
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