Microwave Tomography Global Optimization, Parallelization and Performance Evaluation

Microwave Tomography Global Optimization, Parallelization and Performance Evaluation / by Sima Noghanian, Abas Sabouni, Travis Desell, Ali Ashtari.

This book provides a detailed overview on the use of global optimization and parallel computing in microwave tomography techniques. The book focuses on techniques that are based on global optimization and electromagnetic numerical methods. The authors provide parallelization techniques on homogeneou...

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Bibliographic Details
Main Authors: Noghanian, Sima (Author), Sabouni, Abas (Author), Desell, Travis (Author), Ashtari, Ali (Author)
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: New York, NY : Springer New York : Imprint: Springer, 2014.
Edition:1st ed. 2014.
Series:Springer eBook Collection.
Subjects:
Microwaves.
Optical engineering.
Optical data processing.
Signal processing.
Image processing.
Speech processing systems.
Radiology.
Electronic resources (E-books)
Online Access:Click to view e-book
Holy Cross Note:Loaded electronically.
Electronic access restricted to members of the Holy Cross Community.
Table of Contents:
  • Introduction to Microwave Imaging
  • Sequential Forward Solver
  • Global Optimization: Differential Evolution, Genetic Algorithms, Particle Swarm and Hybrid Methods
  • Sequential Optimization: Genetic Algorithm
  • Inclusion of A Priori Information using Neural Networks
  • Parallel Forward Solver
  • Parallel Optimization Methods
  • Benchmarking Parallel Evolutionary Algorithms.

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