KMS Of Academy of mathematics and systems sciences, CAS
PDE-CONSTRAINED OPTIMAL CONTROL APPROACH FOR THE APPROXIMATION OF AN INVERSE CAUCHY PROBLEM | |
Chang, Lili1; Gong, Wei2; Sun, Guiquan1; Yan, Ningning3 | |
2015-08-01 | |
Source Publication | INVERSE PROBLEMS AND IMAGING |
ISSN | 1930-8337 |
Volume | 9Issue:3Pages:791-814 |
Abstract | This paper concerns the approximation of a Cauchy problem for the elliptic equation. The inverse problem is transformed into a PDE-constrained optimal control problem and these two problems are equivalent under some assumptions. Different from the existing literature which is also based on the optimal control theory, we consider the state equation in the sense of very weak solution defined by the transposition technique. In this way, it does not need to impose any regularity requirement on the given data. Moreover, this method can yield theoretical analysis simply and numerical computation conveniently. To deal with the ill-posedness of the control problem, Tikhonov regularization term is introduced. The regularized problem is well-posed and its solution converges to the non-regularized counterpart as the regularization parameter approaches zero. We establish the finite element approximation to the regularized control problem and the convergence of the discrete problem is also investigated. Then we discuss the first order optimality condition of the control problem further and obtain an efficient numerical scheme for the Cauchy problem via the adjoint state equation. The paper is ended with numerical experiments. |
Keyword | Elliptic equation Cauchy problem Tikhonov regularization PDE-constrained optimal control finite element method |
DOI | 10.3934/ipi.2015.9.791 |
Language | 英语 |
Funding Project | National Basic Research Program of China[2010CB731505] ; National Basic Research Program of China[2012CB821204] ; National Nature Science Foundation of China[11171337] ; National Nature Science Foundation of China[11201464] |
WOS Research Area | Mathematics ; Physics |
WOS Subject | Mathematics, Applied ; Physics, Mathematical |
WOS ID | WOS:000360672300008 |
Publisher | AMER INST MATHEMATICAL SCIENCES |
Citation statistics | |
Document Type | 期刊论文 |
Identifier | http://ir.amss.ac.cn/handle/2S8OKBNM/20711 |
Collection | 计算数学与科学工程计算研究所 系统科学研究所 |
Corresponding Author | Chang, Lili |
Affiliation | 1.Shanxi Univ, Complex Syst Res Ctr, Taiyuan 030006, Shanxi, Peoples R China 2.Chinese Acad Sci, Acad Math & Syst Sci, Inst Computat Math, LSEC, Beijing 100190, Peoples R China 3.Chinese Acad Sci, Acad Math & Syst Sci, Inst Syst Sci, LSEC,NCMIS, Beijing 100190, Peoples R China |
Recommended Citation GB/T 7714 | Chang, Lili,Gong, Wei,Sun, Guiquan,et al. PDE-CONSTRAINED OPTIMAL CONTROL APPROACH FOR THE APPROXIMATION OF AN INVERSE CAUCHY PROBLEM[J]. INVERSE PROBLEMS AND IMAGING,2015,9(3):791-814. |
APA | Chang, Lili,Gong, Wei,Sun, Guiquan,&Yan, Ningning.(2015).PDE-CONSTRAINED OPTIMAL CONTROL APPROACH FOR THE APPROXIMATION OF AN INVERSE CAUCHY PROBLEM.INVERSE PROBLEMS AND IMAGING,9(3),791-814. |
MLA | Chang, Lili,et al."PDE-CONSTRAINED OPTIMAL CONTROL APPROACH FOR THE APPROXIMATION OF AN INVERSE CAUCHY PROBLEM".INVERSE PROBLEMS AND IMAGING 9.3(2015):791-814. |
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