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IEEE Press Ser.: Genetic Algorithms in Electromagnetics by Douglas H. Werner and Randy L. Haupt (2007, Hardcover)

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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.

Product Identifiers

Publisher
Wiley & Sons, Incorporated, John
ISBN-10
0471488895
ISBN-13
9780471488897
eBay Product ID (ePID)
48413001

Product Key Features

Author
Randy L. Haupt, Douglas H. Werner
Publication Name
Genetic Algorithms in Electromagnetics
Format
Hardcover
Language
English
Publication Year
2007
Series
IEEE Press Ser.
Type
Textbook
Number of Pages
320 Pages

Dimensions

Item Length
9.5in
Item Height
0.9in
Item Width
6.4in
Item Weight
20.8 Oz

Additional Product Features

Lc Classification Number
Qc760.4.M37
Reviews
"...a boon to senior and graduate engineering students who have to complete a design project." ( CHOICE , September 2007)
Table of Content
Preface. Acknowledgments. 1. Introduction to Optimization in Electromagnetics. 1.1 Optimizing a Function of One Variable. 1.1.1 Exhaustive Search. 1.1.2 Random Search. 1.1.3 Golden Search. 1.1.4 Newton''s Method. 1.1.5 Quadratic Interpolation. 1.2 Optimizing a Function of Multiple Variables. 1.2.1 Random Search. 1.2.2 Line Search. 1.2.3 Nelder-Mead Downhill Simplex Algorithm. 1.3 Comparing Local Numerical Optimization Algorithms. 1.4 Simulated Annealing. 1.5 Genetic Algorithm. 2. Anatomy of a Genetic Algorithm. 2.1 Creating an Initial Population. 2.2 Evaluating Fitness. 2.3 Natural Selection. 2.4 Mate Selection. 2.4.1 Roulette Wheel Selection. 2.4.2 Tournament Selection. 2.5 Generating Offspring. 2.6 Mutation. 2.7 Terminating the Run. 3. Step-by-Step Examples. 3.1 Placing Nulls. 3.2 Thinned Arrays. 4. Optimizing Antenna Arrays. 4.1 Optimizing Array Amplitude Tapers. 4.2 Optimizing Array Phase Tapers. 4.2.1 Optimum Quantized Low-Sidelobe Phase Tapers. 4.2.2 Phase-Only Array Synthesis Using Adaptive GAs. 4.3 Optimizing Arrays with Complex Weighting. 4.3.1 Shaped-Beam Synthesis. 4.3.2 Creating a Plane Wave in the Near Field. 4.4 Optimizing Array Element Spacing. 4.4.1 Thinned Arrays. 4.4.2 Interleaved Thinned Linear Arrays. 4.4.3 Array Element Perturbation. 4.4.4 Aperiodic Fractile Arrays. 4.4.5 Fractal-Random and Polyfractal Arrays. 4.4.6 Aperiodic Refl ectarrays. 4.5 Optimizing Conformal Arrays. 4.6 Optimizing Reconfi gurable Apertures. 4.6.1 Planar Reconfi gurable Cylindrical Wire Antenna Design. 4.6.2 Planar Reconfi gurable Ribbon Antenna Design. 4.6.3 Design of Volumetric Reconfi gurable Antennas. 4.6.4 Simulation Results--Planar Reconfi gurable Cylindrical Wire Antenna. 4.6.5 Simulation Results--Volumetric Reconfi gurable Cylindrical Wire Antenna. 4.6.6 Simulation Results--Planar Reconfi gurable Ribbon Antenna. 5. Smart Antennas Using a GA. 5.1 Amplitude and Phase Adaptive Nulling. 5.2 Phase-Only Adaptive Nulling. 5.3 Adaptive Reflector. 5.4 Adaptive Crossed Dipoles. 6. Genetic Algorithm Optimization of Wire Antennas. 6.1 Introduction. 6.2 GA Design of Electrically Loaded Wire Antennas. 6.3 GA Design of Three-Dimensional Crooked-Wire Antennas. 6.4 GA Design of Planar Crooked-Wire and Meander-Line Antennas. 6.5 GA Design of Yagi-Uda Antennas. 7. Optimization of Aperture Antennas. 7.1 Refl ector Antennas. 7.2 Horn Antennas. 7.3 Microstrip Antennas. 8. Optimization of Scattering. 8.1 Scattering from an Array of Strips. 8.2 Scattering from Frequency-Selective Surfaces. 8.2.1 Optimization of FSS Filters. 8.2.2 Optimization of Reconfi gurable FSSs. 8.2.3 Optimization of EBGs. 8.3 Scattering from Absorbers. 8.3.1 Conical or Wedge Absorber Optimization. 8.3.2 Multilayer Dielectric Broadband Absorber Optimization. 8.3.3 Ultrathin Narrowband Absorber Optimization. 9. GA Extensions. 9.1 Selecting Population Size and Mutation Rate. 9.2 Particle Swarm Optimization (PSO). 9.3 Multiple-Objective Optimization. 9.3.1 Introduction. 9.3.2 Strength Pareto Evolutionary Algorithm--Strength Value Calculation. 9.3.3 Strength Pareto Evolutionary Algorithm--Pareto Set Clustering. 9.3.4 Strength Pareto Evolutionary Algorithm--Implementation. 9.3.5 SPEA-Optimized Planar Arrays. 9.3.6 SPEA-Optimized Planar Polyfractal Arrays. Appendix: MATLAB® Code. Bibliography. Index.
Copyright Date
2007
Topic
Physics / Electromagnetism
Lccn
2006-046738
Dewey Decimal
621.30285/631
Intended Audience
Scholarly & Professional
Dewey Edition
22
Illustrated
Yes
Genre
Science

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item 1 Genetic Algorithms in Electromagnetics by Haupt, Randy L.; Werner, Douglas H.
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item 2 Genetic Algorithms in Electromagnetics, Hardcover by Haupt, Randy L.; Linden,...
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item 3 Genetic Algorithms in Electromagnetics, Hardcover by Haupt, Randy L.; Linden,...
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item 4 Genetic Algorithms In Electromagnetics
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item 5 Genetic Algorithms in Electromagnetics by Randy L. Haupt (English) Hardcover Boo
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IEEE Press Ser.: Genetic Algorithms in Electromagnetics by Douglas H. Werner and Randy L. Haupt (2007, Hardcover)

About this product

Product Information

Product Identifiers

Product Key Features

Dimensions

Additional Product Features

All listings for this product

item 1 Genetic Algorithms in Electromagnetics by Haupt, Randy L.; Werner, Douglas H.

item 2 Genetic Algorithms in Electromagnetics, Hardcover by Haupt, Randy L.; Linden,...

item 3 Genetic Algorithms in Electromagnetics, Hardcover by Haupt, Randy L.; Linden,...

item 4 Genetic Algorithms In Electromagnetics

item 5 Genetic Algorithms in Electromagnetics by Randy L. Haupt (English) Hardcover Boo

item 6 Genetic Algorithms in Electromagnetics: By Haupt, Randy L., Werner, Douglas H.

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