Genetic Algorithms in Electromagnetics

Randy L. Haupt

ISBN 10: 0471488895 / ISBN 13: 9780471488897

Published by John Wiley and Sons Ltd, 2007

About this Item

Genetic algorithms have become very important in many fields. Genetic Algorithms in Electromagnetics provides a tutorial of the application of genetic algorithms to problems in electromagnetics. It will provide up-to-date developments in genetic algorithms and a review of the many applications to electromagnetics problems. Num Pages: 302 pages. BIC Classification: TJ. Category: (P) Professional & Vocational. Dimension: 236 x 162 x 20. Weight in Grams: 582. . 2007. 1st Edition. Hardcover. . . . . Books ship from the US and Ireland.

Seller Inventory # V9780471488897

Bibliographic Details

• Title: Genetic Algorithms in Electromagnetics
• Publisher: John Wiley and Sons Ltd
• Publication Date: 2007
• Language: English
• ISBN 10: 0471488895
• ISBN 13: 9780471488897
• Binding: Hardcover
• Condition: New

About this title

Synopsis

A thorough and insightful introduction to using genetic algorithms to optimize electromagnetic systems

Genetic Algorithms in Electromagnetics focuses on optimizing the objective function when a computer algorithm, analytical model, or experimental result describes the performance of an electromagnetic system. It offers expert guidance to optimizing electromagnetic systems using genetic algorithms (GA), which have proven to be tenacious in finding optimal results where traditional techniques fail.

Genetic Algorithms in Electromagnetics begins with an introduction to optimization and several commonly used numerical optimization routines, and goes on to feature:

• Introductions to GA in both binary and continuous variable forms, complete with examples of MATLAB(r) commands
• Two step-by-step examples of optimizing antenna arrays as well as a comprehensive overview of applications of GA to antenna array design problems
• Coverage of GA as an adaptive algorithm, including adaptive and smart arrays as well as adaptive reflectors and crossed dipoles
• Explanations of the optimization of several different wire antennas, starting with the famous "crooked monopole"
• How to optimize horn, reflector, and microstrip patch antennas, which require significantly more computing power than wire antennas
• Coverage of GA optimization of scattering, including scattering from frequency selective surfaces and electromagnetic band gap materials
• Ideas on operator and parameter selection for a GA
• Detailed explanations of particle swarm optimization and multiple objective optimization
• An appendix of MATLAB code for experimentation

About the Author

Randy L. Haupt, PhD, is a senior scientist in the Applied Research Laboratory at The Pennsylvania State University.

Douglas H. Werner, PhD, is a professor of electrical engineering, a senior scientist in the Applied Research Laboratory, and a faculty member of the Materials Research Institute at The Pennsylvania State University.