Sima Noghanian,
Abas Sabouni,
Travis Desell,
Ali Ashtari
e.a.
Microwave Tomography
Global Optimization, Parallelization and Performance Evaluation
Gebonden Engels 2014 2014e druk 9781493907519Levertijd ongeveer 9 werkdagen
Gratis verzonden
Samenvatting
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.
Specificaties
ISBN13:9781493907519
Taal:Engels
Bindwijze:gebonden
Aantal pagina's:198
Uitgever:Springer New York
Druk:2014
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Inhoudsopgave
<p>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.</p><p><p>
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