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Engineering | Differential Evolution in Electromagnetics

Differential Evolution in Electromagnetics

Qing, Anyong, Lee, Ching Kwang

2010, 195p. 62 illus. in color.

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  • State-of-the-art review of differential evolution
  • Systematic coverage of applications of differential evolution in electromagnetics, providing real-world insights
  • Written by experts in this field
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.

Content Level » Research

Keywords » Antenna arrays - Antennas - Computational electromagnetics - Differential evolution - Electromagnetics - Evolutionary optimization - Radar - evolution - metaheuristic - modeling - optimization

Related subjects » Artificial Intelligence - Computational Intelligence and Complexity - Electronics & Electrical Engineering - Engineering - Optics & Lasers

Table of contents 

A Literature Survey on Differential Evolution.- Basics of Differential Evolution.- A Retrospective of Differential Evolution in Electromagnetics.- Application of Differential Evolution to a Two-Dimensional Inverse Scattering Problem.- The Use of Differential Evolution for the Solution of Electromagnetic Inverse Scattering Problems.- Modeling of Electrically Large Equipment with Distributed Dipoles Using Metaheuristic Methods.- Application of Differential Evolution to a Multi-Objective Real-World Frequency Assignment Problem.- RNN Based MIMO Channel Prediction.

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