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  • The aim of this paper is to provide a survey of the recent development in new algorithms and techniques to solve the electrical impedance tomography (EIT) inverse problem. The EIT problem is nonlinear and ill-posed. The modified Newton-Raphson method with the Tikhonov regularization and the differential evolution algorithm are used to obtain high-quality reconstruction in EIT problems. Numerical results of the reconstruction based on both deterministic and heuristic methods are presented and compared. Finally, we provide recommendations of solutions of still open problems in this field.
  • The aim of this paper is to provide a survey of the recent development in new algorithms and techniques to solve the electrical impedance tomography (EIT) inverse problem. The EIT problem is nonlinear and ill-posed. The modified Newton-Raphson method with the Tikhonov regularization and the differential evolution algorithm are used to obtain high-quality reconstruction in EIT problems. Numerical results of the reconstruction based on both deterministic and heuristic methods are presented and compared. Finally, we provide recommendations of solutions of still open problems in this field. (en)
  • Cílem článku je předložit výsledky současného vývoje nových algoritmů a technik k řešení inverzní úlohy elektrické impedanční tomografie(EIT). EIT je nelineární a špatně podmíněná úloha. Jsou prezentovány a porovnány numerické výsledky rekonstrukce dosažené aplikací deterministických a heuristických metod. (cs)
Title
  • Image Reconstruction Based on Deterministic and Heuristic Approach
  • Image Reconstruction Based on Deterministic and Heuristic Approach (en)
  • Rekonstrukce obrazu založená na deterministických a heuristických metodách (cs)
skos:prefLabel
  • Image Reconstruction Based on Deterministic and Heuristic Approach
  • Image Reconstruction Based on Deterministic and Heuristic Approach (en)
  • Rekonstrukce obrazu založená na deterministických a heuristických metodách (cs)
skos:notation
  • RIV/00216305:26220/06:PU61957!RIV07-MSM-26220___
http://linked.open.../vavai/riv/strany
  • 20-25
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • Z(MSM0021630513)
http://linked.open...iv/cisloPeriodika
  • 3
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 478841
http://linked.open...ai/riv/idVysledku
  • RIV/00216305:26220/06:PU61957
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Deterministic method, heuristic approach, inverse problem, regularization, differential evolution algorithm (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...odStatuVydavatele
  • CZ - Česká republika
http://linked.open...ontrolniKodProRIV
  • [73FAD504871A]
http://linked.open...i/riv/nazevZdroje
  • Radioengineering
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
http://linked.open...v/svazekPeriodika
  • Vol. 15
http://linked.open...iv/tvurceVysledku
  • Dědková, Jarmila
  • Bachorec, Tibor
http://linked.open...n/vavai/riv/zamer
issn
  • 1210-2512
number of pages
http://localhost/t...ganizacniJednotka
  • 26220
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