Sima Noghanian,
Abas Sabouni,
Travis Desell,
Ali Ashtari
e.a.
Springer New York
e druk, 2016
9781493945771
Microwave Tomography
Global Optimization, Parallelization and Performance Evaluation
Specificaties
Paperback, blz.
|
Engels
Springer New York |
e druk, 2016
ISBN13: 9781493945771
Rubricering
Levertijd ongeveer 8 werkdagen
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
ISBN13:9781493945771
Taal:Engels
Bindwijze:paperback
Uitgever:Springer New York
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>