In this paper, we consider a backward problem for a time-fractional diffusion equation with variable coefficients in a general bounded domain. That is to determine the initial data from a noisy final data. Based on a series expression of the solution, a conditional stability for the initial data is given. Further, we propose a modified quasi-boundary value regularization method to deal with the backward problem and obtain two kinds of convergence rates by using an a priori regularization parameter choice rule and an a posteriori regularization parameter choice rule. Numerical examples in one-dimensional and two-dimensional cases are provided to show the effectiveness of the proposed methods.
Keywords: backward problem, fractional diffusion equation, modified quasi-boundary value method, convergence analysis, a priori parameter choice, morozov's discrepancy principle
@article{M2AN_2014__48_2_603_0,
author = {Wei, Ting and Wang, Jun-Gang},
title = {A modified quasi-boundary value method for the backward time-fractional diffusion problem},
journal = {ESAIM: Mathematical Modelling and Numerical Analysis },
pages = {603--621},
year = {2014},
publisher = {EDP Sciences},
volume = {48},
number = {2},
doi = {10.1051/m2an/2013107},
mrnumber = {3177859},
zbl = {1295.35378},
language = {en},
url = {https://www.numdam.org/articles/10.1051/m2an/2013107/}
}
TY - JOUR AU - Wei, Ting AU - Wang, Jun-Gang TI - A modified quasi-boundary value method for the backward time-fractional diffusion problem JO - ESAIM: Mathematical Modelling and Numerical Analysis PY - 2014 SP - 603 EP - 621 VL - 48 IS - 2 PB - EDP Sciences UR - https://www.numdam.org/articles/10.1051/m2an/2013107/ DO - 10.1051/m2an/2013107 LA - en ID - M2AN_2014__48_2_603_0 ER -
%0 Journal Article %A Wei, Ting %A Wang, Jun-Gang %T A modified quasi-boundary value method for the backward time-fractional diffusion problem %J ESAIM: Mathematical Modelling and Numerical Analysis %D 2014 %P 603-621 %V 48 %N 2 %I EDP Sciences %U https://www.numdam.org/articles/10.1051/m2an/2013107/ %R 10.1051/m2an/2013107 %G en %F M2AN_2014__48_2_603_0
Wei, Ting; Wang, Jun-Gang. A modified quasi-boundary value method for the backward time-fractional diffusion problem. ESAIM: Mathematical Modelling and Numerical Analysis , Multiscale problems and techniques. Special Issue, Tome 48 (2014) no. 2, pp. 603-621. doi: 10.1051/m2an/2013107
[1] and , A kernel-based method for the approximate solution of backward parabolic problems. SIAM J. Numer. Anal. (1997) 1357-1390. | Zbl | MR
[2] and , Asymptotic behavior for two regularizations of the Cauchy problem for the backward heat equation. Math. Models Methods Appl. Sci. 8 (1998) 187. | Zbl | MR
[3] , and , Anomalous transport in laboratory-scale, heterogeneous porous media. Water Resour. Res. 36 (2000) 149-158.
[4] , , and , Uniqueness in an inverse problem for a one-dimensional fractional diffusion equation. Inverse Problems 25 (2009) 115002. | Zbl | MR
[5] , and , Numerical inversions of a source term in the fade with a dirichlet boundary condition using final observations. Comput. Math. Appl. 62 (2011) 1619-1626. | Zbl | MR
[6] and , Quasireversibility methods for non-well-posed problems Electron. J. Differ. equ. (1994) 1-9. | Zbl | MR
[7] and , A modified quasi-boundary value method for ill-posed problems. J. Math. Anal. Appl. 301 (2005) 419-426. | Zbl | MR
[8] , and , A quasi-boundary-value method for the cauchy problem for elliptic equations with nonhomogeneous neumann data. J. Inverse Ill-Posed Probl. 18 (2010) 617-645. | Zbl | MR
[9] , and , A non-local boundary value problem method for the Cauchy problem for elliptic equations. Inverse Probl. 25 (2009) 055002. | Zbl | MR
[10] , and , Regularization of parabolic equations backward in time by a non-local boundary value problem method. IMA J. Appl. Math. 75 (2010) 291-315. | Zbl | MR
[11] , and , A non-local boundary value problem method for parabolic equations backward in time. J. Math. Anal. Appl. 345 (2008) 805-815. | Zbl | MR
[12] and , High-order finite element methods for time-fractional partial differential equations. J. Comput. Appl. Math. 235 (2011) 3285-3290. | Zbl | MR
[13] and , An inverse problem for a one-dimensional time-fractional diffusion problem. Inverse Probl. 28 (2012). | Zbl | MR
[14] and , Solution of inverse diffusion problems by operator-splitting methods. Appl. Math. Modelling 26 (2002) 1003-1018. | Zbl
[15] and , A backward problem for the time-fractional diffusion equation. Appl. Anal. 89 (2010) 1769-1788. | Zbl | MR
[16] , Some uniqueness and existence results for the initial-boundary-value problems for the generalized time-fractional diffusion equation. Comput. Math. Appl. 59 (2010) 1766-1772. | Zbl | MR
[17] , Maximum principle and its application for the time-fractional diffusion equations. Fract. Calc. Appl. Anal. 14 (2011) 110-124. | Zbl | MR
[18] , and , Some aspects of fractional diffusion equations of single and distributed order. Appl. Math. Comput. 187 (2007) 295-305. | Zbl | MR
[19] and , The random walk's guide to anomalous diffusion: a fractional dynamics approach. Phys. Rep. 339 (2000) 1-77. | Zbl | MR
[20] and , Subdiffusive transport close to thermal equilibrium: From the Langevin equation to fractional diffusion. Phys. Rev. E 61 (2000) 6308-6311.
[21] , Stable numerical solution of a fractional-diffusion inverse heat conduction problem. Comput. Math. Appl. 53 (2007) 1492-1501. | Zbl | MR
[22] , Implicit finite difference approximation for time fractional diffusion equations. Comput. Math. Appl. 56 (2008) 1138-1145. | Zbl | MR
[23] , Time fractional IHCP with Caputo fractional derivatives. Comput. Math. Appl. 56 (2008) 2371-2381. | Zbl | MR
[24] , Stable numerical evaluation of Grünwald-Letnikov fractional derivatives applied to a fractional ihcp. Inverse Probl. Sci. Engrg. 17 (2009) 229-243. | Zbl | MR
[25] and , Source terms identification for time fractional diffusion equation. Revista Colombiana de Matemáticas 42 (2008) 25-46. | Zbl | MR
[26] , Implicit finite difference approximation for time fractional diffusion equations. Comput. Math. Appl. 56 (2008) 1138-1145. | Zbl | MR
[27] , Fractional differential equations, in vol. 198 of Math. Sci. Eng. Academic Press Inc., San Diego, CA (1999). | Zbl | MR
[28] and , Mittag-leffler function. The MATLAB routine, available at http://www.mathworks.com/matlabcentral/fileexchange (2006).
[29] , The completely monotonic character of the mittag-leffler function Eα( − x). Bull. Amer. Math. Soc. 54 (1948) 1115-1116. | Zbl | MR
[30] , Optimal modified method for a fractional-diffusion inverse heat conduction problem. Inverse Probl. Sci. Engrg. 18 (2010) 521-533. | Zbl | MR
[31] , and , The determination of an unknown boundary condition in a fractional diffusion equation. Appl. Anal. http://dx.doi.org/10.1080/00036811.2012.686605. | MR
[32] and , Initial value/boundary value problems for fractional diffusion-wave equations and applications to some inverse problems. J. Math. Anal. Appl. 382 (2011) 426-447. | Zbl | MR
[33] , and , Fractional calculus and continuous-time finance. Physica A 284 (2000) 376-384. | Zbl | MR
[34] , , and , Numerical treatment of fractional heat equations. Appl. Numer. Math. 58 (2008) 1212-1223. | Zbl | MR
[35] , The final value problem for evolution equations. J. Math. Anal. Appl. 47 (1974) 563-572. | Zbl | MR
[36] , Cauchy problem for hyper-parabolic partial differential equations. North-Holland Math. Stud. 110 (1985) 421-425. | Zbl | MR
[37] and , From diffusion to anomalous diffusion: A century after Einsteins Brownian motion. Chaos 15 (2005) 1-7. | Zbl | MR
[38] , , and , A coupled method for inverse source problem of spatial fractional anomalous diffusion equations. Inverse Probl. Sci. Engrg. 18 (2010) 945-956. | Zbl | MR
[39] , The fractional diffusion equation. J. Math. Phys. 27 (1986) 2782-2785. | Zbl | MR
[40] and , Solving a final value fractional diffusion problem by boundary condition regularization. Appl. Numer. Math. 66 (2013) 45-58. | Zbl | MR
[41] and . Implicit difference approximation for the time fractional diffusion equation. J. Appl. Math. Comput. 22 (2006) 87-99. | Zbl | MR
[42] and , Inverse source problem for a fractional diffusion equation. Inverse Probl. 27 (2011) 035010. | Zbl | MR
[43] and , Spectral regularization method for a Cauchy problem of the time fractional advection-dispersion equation. J. Comput. Appl. Math. 233 (2010) 2631-2640. | Zbl | MR
[44] and , A new regularization method for a Cauchy problem of the time fractional diffusion equation. Advances Comput. Math. 36 (2012) 377-398. | Zbl | MR
[45] and , Two regularization methods for solving a riesz-feller space-fractional backward diffusion problem. Inverse Probl. 26 (2010) 115017. | Zbl | MR
[46] and , Implicit difference approximation for the time fractional diffusion equation. J. Appl. Math. Comput. 22 (2006) 87-99. | Zbl | MR
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