Microwave Tomography Global Optimization, Parallelization and Performance Evaluation /

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
Call Number:Libro Electrónico
Main Authors: Noghanian, Sima (Author), Sabouni, Abas (Author), Desell, Travis (Author), Ashtari, Ali (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:Inglés
Published: New York, NY : Springer New York : Imprint: Springer, 2014.
Edition:1st ed. 2014.
Subjects:
Telecommunication.
Image processing-Digital techniques.
Computer vision.
Signal processing.
Radiology.
Microwaves, RF Engineering and Optical Communications.
Computer Imaging, Vision, Pattern Recognition and Graphics.
Signal, Speech and Image Processing .
Online Access:Texto Completo
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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