Abstract
In this article, we consider an inverse problem of determining an unknown heat source term from the final temperature in a radial domain. The iterative fractional Tikhonov–Landweber regularized prior and posterior method is conducted to solve the problem and obtain a regularized approximation with the optimal order error estimate. Numerical examples confirm the effectiveness of the iterative fractional Tikhonov–Landweber regularization approach.
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References
Bianchi D, Buccini A, Donatelli M et al (2015) Iterated fractional Tikhonov regularization. Inverse Prob 31(5):581–582
Cheng W, Fu CL (2010) A modified Tikhonov Regularization Method for an Axisymmertric Backward Heat Equation. Acta Math Sin (English Series) 26(11):2157–2164
Cheng W, Ma YJ, Fu CL (2012) Identifying an unknown source term in radial heat conduction. Inverse Probl Sci Eng 20(3):335–349
Engl HW, Hanke M, Neubauer A (1996) Regularization of inverse problems. Kluwer Academic Publishers, The Netherlands
Gu Q (2012) Mathematical methods for physics. Science Press, Bei**g
Klann E, Ramlau R (2008) Regularization by fractional filter methods and data smoothing. Inverse Prob 24(2):025018
Liu JJ, Yamamoto M (2010) A backward problem for the time-fractional diffusion equation. Appl Anal 89(11):1769–1788
Wang JG, Zhou YB, Wei T (2013) Two regularization methods to identify a space-dependent source for the time-fractional diffusion equation. Appl Numer Math 68:39–57
Wang JG, Wei T, Zhou YB (2013) Tikhonov regularization method for a backward problem for the time-fractional diffusion equation. Appl Math Model 37(18–19):8518–8532
Wang ZW, Ruan ZS, Huang HL et al (2020) Determination of an unknown time-dependent heat source from a nonlocal measurement by Finite Difference Method. Acta Math Appl Sin (English Series) 36(1):151–165
Wang ZW, Qiu SF, Ye ZQ et al (2021) Posteriori selection strategies of regularization parameters for Lanczos’ generalized derivatives. Appl Math Lett 111:106645
Wang ZW, Qiu SF, Yu S et al (2023) Exponential Tikhonov regularization method for solving an inverse source problem of time fractional diffusion equation. J Comput Math 41(2):173–190
**ong XT, Xue XM, Qian Z (2017) A modified iterative regularization method for ill-posed problems. Appl Numer Math 2017(122):108–128
**ong XT, Li ZP, Li J (2022) On an iterative fractional Tikhonov–Landweber method for ill-posed problems. J Inverse Ill-posed Probl 30(3):323–330
Yang F, Fu CL (2010) A simplified Tikhonov regularization method for determining the heat source. Appl Math Model 34(11):3286–3299
Yang F, Peng YB, Li XX (2018) Landweber iteration regularization method for identifying unknown source on a columnar symmetric domain. Inverse Probl Sci Eng 26(8):23–46
Yang F, Sun YR, Li XX et al (2019) The quasi-boundary value method for identifying the initial value of heat equation on a columnar symmetric domain. Num Algorithms 82(2):623–639
Acknowledgements
The authors would like to thank editors and reviewers for their valuable suggestions and comments. This work is partially supported by National Natural Science Foundation of China (11861007, 11961002, 12061008, 12261004), Jiangxi Provincial Natural Science Foundation (20232BAB201019). Scientific Research Fund of Jiangxi Provincial Education Department (GJJ211402).
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Liu, G., Zhang, W., Ruan, Z. et al. Iterative fractional Tikhonov–Landweber method for identifying unknown source on a columnar symmetric domain. Comp. Appl. Math. 43, 297 (2024). https://doi.org/10.1007/s40314-024-02692-9
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DOI: https://doi.org/10.1007/s40314-024-02692-9
Keywords
- Inverse problem
- Ill-posed problem
- Columnar symmetric domain
- Iterative-fractional Tikhonov–Landweber method