Convergence Rate of the Modified Landweber Method for Solving Inverse Potential Problems

In this paper, we present the convergence rate analysis of the modified Landweber method under logarithmic source condition for nonlinear ill-posed problems. The regularization parameter is chosen according to the discrepancy principle. The reconstructions of the shape of an unknown domain for an in...

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Main Authors: Pornsarp Pornsawad, Parada Sungcharoen, Christine Böckmann
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/8/4/608
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author Pornsarp Pornsawad
Parada Sungcharoen
Christine Böckmann
author_facet Pornsarp Pornsawad
Parada Sungcharoen
Christine Böckmann
author_sort Pornsarp Pornsawad
collection DOAJ
description In this paper, we present the convergence rate analysis of the modified Landweber method under logarithmic source condition for nonlinear ill-posed problems. The regularization parameter is chosen according to the discrepancy principle. The reconstructions of the shape of an unknown domain for an inverse potential problem by using the modified Landweber method are exhibited.
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spelling doaj.art-05e30569d23a4356b69c9f77b68ce7f82023-11-19T21:46:01ZengMDPI AGMathematics2227-73902020-04-018460810.3390/math8040608Convergence Rate of the Modified Landweber Method for Solving Inverse Potential ProblemsPornsarp Pornsawad0Parada Sungcharoen1Christine Böckmann2Department of Mathematics, Faculty of Science, Silpakorn University, 6 Rachamakka Nai Rd., Nakhon Pathom 73000, ThailandDepartment of Mathematics, Faculty of Science, Silpakorn University, 6 Rachamakka Nai Rd., Nakhon Pathom 73000, ThailandInstitut für Mathematik, Universität Potsdam, Karl-Liebknecht-Str. 24-25, D-14476 Potsdam OT Golm, GermanyIn this paper, we present the convergence rate analysis of the modified Landweber method under logarithmic source condition for nonlinear ill-posed problems. The regularization parameter is chosen according to the discrepancy principle. The reconstructions of the shape of an unknown domain for an inverse potential problem by using the modified Landweber method are exhibited.https://www.mdpi.com/2227-7390/8/4/608nonlinear operatorregularizationmodified Landweber methoddiscrepancy principlelogarithmic source condition
spellingShingle Pornsarp Pornsawad
Parada Sungcharoen
Christine Böckmann
Convergence Rate of the Modified Landweber Method for Solving Inverse Potential Problems
Mathematics
nonlinear operator
regularization
modified Landweber method
discrepancy principle
logarithmic source condition
title Convergence Rate of the Modified Landweber Method for Solving Inverse Potential Problems
title_full Convergence Rate of the Modified Landweber Method for Solving Inverse Potential Problems
title_fullStr Convergence Rate of the Modified Landweber Method for Solving Inverse Potential Problems
title_full_unstemmed Convergence Rate of the Modified Landweber Method for Solving Inverse Potential Problems
title_short Convergence Rate of the Modified Landweber Method for Solving Inverse Potential Problems
title_sort convergence rate of the modified landweber method for solving inverse potential problems
topic nonlinear operator
regularization
modified Landweber method
discrepancy principle
logarithmic source condition
url https://www.mdpi.com/2227-7390/8/4/608
work_keys_str_mv AT pornsarppornsawad convergencerateofthemodifiedlandwebermethodforsolvinginversepotentialproblems
AT paradasungcharoen convergencerateofthemodifiedlandwebermethodforsolvinginversepotentialproblems
AT christinebockmann convergencerateofthemodifiedlandwebermethodforsolvinginversepotentialproblems