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Microwave Tomography
Global Optimization, Parallelization and Performance Evaluation
Buch von Sima Noghanian (u. a.)
Sprache: Englisch

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Beschreibung
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.
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.
Über den Autor

Sima Noghanian is an associate professor and chair of the Antenna and Applied Electromagnetics department of the University of North Dakota.

Travis Desell is an assistant professor at the University of North Dakota.

Abas Sabouni is a research associate at Concordia University.

Ali Ashtari is the lead researcher at Invenia Technical Computing.

Zusammenfassung

Focuses on microwave tomography imaging which provide quantitative images and requires solve inverse scattering problem using iterative technique

Introduces techniques that can be efficiently used for real time analysis of medical imaging techniques

Examines the combination of classification methods to include a priori information, global optimization and numerical forward solver that is unique

Includes supplementary material: [...]

Inhaltsverzeichnis

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.

Details
Erscheinungsjahr: 2014
Fachbereich: Nachrichtentechnik
Genre: Importe, Technik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
Inhalt: xvii
198 S.
5 s/w Illustr.
112 farbige Illustr.
198 p. 117 illus.
112 illus. in color.
ISBN-13: 9781493907519
ISBN-10: 1493907514
Sprache: Englisch
Herstellernummer: 86113261
Ausstattung / Beilage: HC runder Rücken kaschiert
Einband: Gebunden
Autor: Noghanian, Sima
Ashtari, Ali
Desell, Travis
Sabouni, Abas
Hersteller: Springer US
Springer New York
Springer US, New York, N.Y.
Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße: 241 x 160 x 18 mm
Von/Mit: Sima Noghanian (u. a.)
Erscheinungsdatum: 21.07.2014
Gewicht: 0,5 kg
Artikel-ID: 105444071
Über den Autor

Sima Noghanian is an associate professor and chair of the Antenna and Applied Electromagnetics department of the University of North Dakota.

Travis Desell is an assistant professor at the University of North Dakota.

Abas Sabouni is a research associate at Concordia University.

Ali Ashtari is the lead researcher at Invenia Technical Computing.

Zusammenfassung

Focuses on microwave tomography imaging which provide quantitative images and requires solve inverse scattering problem using iterative technique

Introduces techniques that can be efficiently used for real time analysis of medical imaging techniques

Examines the combination of classification methods to include a priori information, global optimization and numerical forward solver that is unique

Includes supplementary material: [...]

Inhaltsverzeichnis

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.

Details
Erscheinungsjahr: 2014
Fachbereich: Nachrichtentechnik
Genre: Importe, Technik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
Inhalt: xvii
198 S.
5 s/w Illustr.
112 farbige Illustr.
198 p. 117 illus.
112 illus. in color.
ISBN-13: 9781493907519
ISBN-10: 1493907514
Sprache: Englisch
Herstellernummer: 86113261
Ausstattung / Beilage: HC runder Rücken kaschiert
Einband: Gebunden
Autor: Noghanian, Sima
Ashtari, Ali
Desell, Travis
Sabouni, Abas
Hersteller: Springer US
Springer New York
Springer US, New York, N.Y.
Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße: 241 x 160 x 18 mm
Von/Mit: Sima Noghanian (u. a.)
Erscheinungsdatum: 21.07.2014
Gewicht: 0,5 kg
Artikel-ID: 105444071
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