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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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Noghanian, Sima (Autor), Sabouni, Abas (Autor), Desell, Travis (Autor), Ashtari, Ali (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, NY : Springer New York : Imprint: Springer, 2014.
Edición:1st ed. 2014.
Temas:
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 .
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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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