Microwave Tomography Global Optimization, Parallelization and Performance Evaluation /

• Κύριοι συγγραφείς: Noghanian, Sima (Συγγραφέας), Sabouni, Abas (Συγγραφέας), Desell, Travis (Συγγραφέας), Ashtari, Ali (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: New York, NY : Springer New York : Imprint: Springer, 2014.
• Θέματα: Engineering.; Radiology.; Computer graphics.; Microwaves.; Optical engineering.; Microwaves, RF and Optical Engineering.; Computer Imaging, Vision, Pattern Recognition and Graphics.; Signal, Image and Speech Processing.; Imaging / Radiology.

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...

Πίνακας περιεχομένων:

• 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.