Differential evolution has proven itself a very simple while very powerful stochastic global optimizer. It has been applied to solve problems in many scientific and engineering fields. This book focuses on applications of differential evolution in electromagnetics to showcase its achievement and capability in solving synthesis and design problems in electromagnetics.Topics covered in this book include:• A comprehensive up-to-date literature survey on differential evolution• A systematic description of differential evolution• A topical review on applications of differential evolution in electromagnetics• Five new application examplesThis book is ideal for electromagnetic researchers and people in differential evolution community. It is also a valuable reference book for researchers and students in the optimization or electrical and electronic engineering field. In addition, managers and engineers in relevant fields will find it a helpful introductory guide.
Author(s): Anyong Qing (auth.), Anyong Qing, Ching Kwang Lee (eds.)
Series: Evolutionary Learning and Optimization 4
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2010
Language: English
Pages: 195
Tags: Computational Intelligence;Microwaves, RF and Optical Engineering;Artificial Intelligence (incl. Robotics);Optics and Electrodynamics
Front Matter....Pages -
A Literature Survey on Differential Evolution....Pages 1-17
Basics of Differential Evolution....Pages 19-42
A Retrospective of Differential Evolution in Electromagnetics....Pages 43-71
Application of Differential Evolution to a Two-Dimensional Inverse Scattering Problem....Pages 73-105
The Use of Differential Evolution for the Solution of Electromagnetic Inverse Scattering Problems....Pages 107-131
Modeling of Electrically Large Equipment with Distributed Dipoles Using Metaheuristic Methods....Pages 133-154
Application of Differential Evolution to a Multi-Objective Real-World Frequency Assignment Problem....Pages 155-176
RNN Based MIMO Channel Prediction....Pages 177-206
Back Matter....Pages -
