Abstract
This paper investigates the inverse problem of finding a time-dependent heat source in a parabolic equation where the data is given at a fixed location. A conditional stability result is given, and a revised generalized Tikhonov regularization method with error estimate is also provided. Numerical examples show that the regularization method is effective and stable.
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References
Cannon, J.R., Duchateau, P.: Structural identification of an unknown source term in a heat equation. Inverse Probl. 14, 535–551 (1998)
Carasso, A.: Determining surface temperature from interior observations. SIAM J. Appl. Math. 42, 558–574 (1982)
Dou, F.F., Fu, C.L.: Determining an unknown source in the heat equation by a wavelet dual least squares method. Appl. Math. Lett. 22, 661–667 (2009)
Dou, F.F., Fu, C.L., Yang, F.L.: Optimal error bound and Fourier regularization for identifying an unknown source in the hear equation. J. Comput. Appl. Math. 230, 728–737 (2009)
El Badia, A., Ha Duong, T., Hamdi, A.: Identification of a point source in a linear advection-dispersion-reaction equation: application to a pollution source problem. Inverse Probl. 21, 1121–1136 (2005)
Eldén, L., Berntsson, F., Regiǹska, T.: Wavelet and Fourier methods for solving the sideways heat equation. SIAM J. Sci. Comput. 21, 2187–2205 (2000)
Farcas, A., Lesnic, D.: The boundary-element method for the determination of a heat source dependent on one variable. J. Eng. Math. 54, 375–388 (2006)
Hasanov, A.: Identification of spacewise and time dependent source terms in 1D heat conduction equation from temperature measurement at a final time. Int. J. Heat Mass Transf. 55, 2069–2080 (2012)
Ismailov, M.I., Kanca, F., Lesnic, D.: Determination of a time-dependent heat source under nonlocal boundary and integral overdetermination conductions. Appl. Math. Comput. 218, 4138–4146 (2011)
Johansson, T., Lesnic, D.: Determination of a spacewise dependent heat source. J. Comput. Appl. Math. 209, 66–80 (2007)
Liu, C.H.: A two-stage LGSM to identify time-dependent heat source through an internal measurement of temperature. Int. J. Heat Mass Transf. 52, 1635–1642 (2009)
Liu, F.B.: A modified genetic algorithm for solving the inverse heat transfer problem of estimating plan heat source. Int. J. Heat Mass Transf. 51, 3745–3752 (2008)
Ma, Y.J., Fu, C.L., Zhang, Y.X.: Identification of an unknown source depending on both time and space variables by a variational method. Appl. Math. Model. 36, 5080–5090 (2012)
Nili Ahmadabadi, M., Arab, M., Maalek Ghaini, F.M.: The method of fundamental solutions for the inverse space-dependent heat source problem. Eng. Anal. Bound. Elem. 33, 1231–1235 (2009)
Tautenhahn, U.: Optimality for ill-posed problems under general source conditions. Numer. Funct. Anal. Optim. 19, 377–398 (1998)
Trong, D.D., Long, N.T., Alain, P.N.D.: Nonhomogeneous heat equation: identification and regularization for the inhomogeneous term. J. Math. Anal. Appl. 312, 93–104 (2005)
Wang, Z.W., Liu, J.J.: Identification of the pollution source from one-dimensional parabolic equation models. Appl. Math. Comput. doi:10.1016/j.amc.2008.03.014
Xiong, X.T., Wang, J.X.: A Tikhonov-type method for solving a multidimensional inverse heat source problem in an unbounded domain. J. Comput. Appl. Math. 236, 1766–17661744 (2012)
Xiong, X.T., Zhu, L.Q., Li, M.: Regularization methods for a problem of analytic continuation. Math. Comput. Simul. 82, 332–345 (2011)
Yamamoto, M.: Conditional stability in determination of force terms of heat equations in a rectangle. Math. Comput. Model. 18, 79–88 (1993)
Yamamoto, M.: Conditional stability in determination of densities of heat sources in a bounded domain. Int. Ser. Numer. Math. 18, 359–370 (1994)
Yan, L., Fu, C.L., Yang, F.L.: The method of fundamental solutions for the inverse heat source problem. Eng. Anal. Bound. Elem. 32, 216–222 (2008)
Yan, L., Yang, F.L., Fu, C.L.: A meshless method for solving an inverse spacewise-dependent heat source problem. J. Comput. Phys. 228, 123–136 (2009)
Yan, L., Fu, C.L., Dou, F.F.: A computational method for identifying a spacewise-dependent heat source. Commun. Numer. Methods Eng. 26, 597–608 (2010)
Yang, L., Deng, Z.C., Yu, J.N., Luo, G.W.: Optimization method for the inverse problem of reconstructing the source term in a parabolic equation. Math. Comput. Simul. 80, 314–326 (2009)
Yang, L., Dehghan, M., Yu, J.N., Luo, G.W.: Inverse problem of time-dependent heat sources numerical reconstruction. Math. Comput. Simul. 81, 1656–1672 (2011)
Yi, Z., Murio, D.A.: Identification of source terms in 2-D IHCP. Comput. Math. Appl. 47, 1517–1533 (2004)
Yi, Z., Murio, D.A.: Source term identification in 1-D IHCP. Comput. Math. Appl. 47, 1921–1933 (2004)
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We would like to thank the referees for their valuable comments and helpful suggestions to improve the earlier version of the paper.
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The project is supported by the National Natural Science Foundation of China (No. 11171136) and the Distinguished Young Scholars Fund of Lan Zhou University of Technology (Q201015).
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Yang, F., Fu, CL. The revised generalized Tikhonov regularization for the inverse time-dependent heat source problem. J. Appl. Math. Comput. 41, 81–98 (2013). https://doi.org/10.1007/s12190-012-0596-2
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DOI: https://doi.org/10.1007/s12190-012-0596-2
Keywords
- Identification of unknown heat source
- Conditional stability
- Generalized Tikhonov regularization
- Error estimate