000 02776nam a22005415i 4500
001 978-1-4939-0752-6
003 DE-He213
005 20200421111704.0
007 cr nn 008mamaa
008 140708s2014 xxu| s |||| 0|eng d
020 _a9781493907526
_9978-1-4939-0752-6
024 7 _a10.1007/978-1-4939-0752-6
_2doi
050 4 _aTK7876-7876.42
072 7 _aTJFN
_2bicssc
072 7 _aTEC024000
_2bisacsh
072 7 _aTEC030000
_2bisacsh
082 0 4 _a621.3
_223
100 1 _aNoghanian, Sima.
_eauthor.
245 1 0 _aMicrowave Tomography
_h[electronic resource] :
_bGlobal Optimization, Parallelization and Performance Evaluation /
_cby Sima Noghanian, Abas Sabouni, Travis Desell, Ali Ashtari.
264 1 _aNew York, NY :
_bSpringer New York :
_bImprint: Springer,
_c2014.
300 _aXVII, 198 p. 117 illus., 112 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
505 0 _aIntroduction 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 _aThis 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 _aEngineering.
650 0 _aRadiology.
650 0 _aComputer graphics.
650 0 _aMicrowaves.
650 0 _aOptical engineering.
650 1 4 _aEngineering.
650 2 4 _aMicrowaves, RF and Optical Engineering.
650 2 4 _aComputer Imaging, Vision, Pattern Recognition and Graphics.
650 2 4 _aSignal, Image and Speech Processing.
650 2 4 _aImaging / Radiology.
700 1 _aSabouni, Abas.
_eauthor.
700 1 _aDesell, Travis.
_eauthor.
700 1 _aAshtari, Ali.
_eauthor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9781493907519
856 4 0 _uhttp://dx.doi.org/10.1007/978-1-4939-0752-6
912 _aZDB-2-ENG
942 _cEBK
999 _c55160
_d55160