Genetic algorithm optimization applied to electromagnetics: A review

被引：619

作者：

Weile, DS

Michielssen, E

机构：

[1] Department of Electrical and Computer Engineering, Center for Computational Electromagnetics, University of Illinois at Urbana-Champaign, Urbana

来源：

IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION | 1997年 / 45卷 / 03期

基金：

美国国家科学基金会;

关键词：

genetic algorithms;

D O I：

10.1109/8.558650

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

Genetic algorithms are on the rise in electromagnetics as design tools and problem solvers because of their versatility and ability to optimize in complex multimodal search spaces, This paper describes the basic genetic algorithm and recounts its history in the electromagnetics literature. Also, the application of advanced genetic operators to the field of electromagnetics is described, and design results are presented for a number of different applications.

引用

页码：343 / 353

页数：11

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