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...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
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:
Διαθέσιμο Online:Full Text via HEAL-Link
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100 1 |a Noghanian, Sima.  |e author. 
245 1 0 |a Microwave Tomography  |h [electronic resource] :  |b Global Optimization, Parallelization and Performance Evaluation /  |c by Sima Noghanian, Abas Sabouni, Travis Desell, Ali Ashtari. 
264 1 |a New York, NY :  |b Springer New York :  |b Imprint: Springer,  |c 2014. 
300 |a XVII, 198 p. 117 illus., 112 illus. in color.  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
347 |a text file  |b PDF  |2 rda 
505 0 |a 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. 
520 |a 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 homogeneous and heterogeneous computing architectures on high performance and general purpose futuristic computers. The book also discusses the multi-level optimization technique, hybrid genetic algorithm and its application in breast cancer imaging. 
650 0 |a Engineering. 
650 0 |a Radiology. 
650 0 |a Computer graphics. 
650 0 |a Microwaves. 
650 0 |a Optical engineering. 
650 1 4 |a Engineering. 
650 2 4 |a Microwaves, RF and Optical Engineering. 
650 2 4 |a Computer Imaging, Vision, Pattern Recognition and Graphics. 
650 2 4 |a Signal, Image and Speech Processing. 
650 2 4 |a Imaging / Radiology. 
700 1 |a Sabouni, Abas.  |e author. 
700 1 |a Desell, Travis.  |e author. 
700 1 |a Ashtari, Ali.  |e author. 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer eBooks 
776 0 8 |i Printed edition:  |z 9781493907519 
856 4 0 |u http://dx.doi.org/10.1007/978-1-4939-0752-6  |z Full Text via HEAL-Link 
912 |a ZDB-2-ENG 
950 |a Engineering (Springer-11647)