TY - JOUR
T1 - Numerical computation for backward time-fractional diffusion equation
AU - Dou, F. F.
AU - Hon, Y. C.
PY - 2014/3
Y1 - 2014/3
N2 - Based on kernel-based approximation technique, we devise in this paper an efficient and accurate numerical scheme for solving a backward problem of time-fractional diffusion equation (BTFDE). The kernels used in the approximation are the fundamental solutions of the time-fractional diffusion equation which can be expressed in terms of the M-Wright functions. To stably and accurately solve the resultant highly ill-conditioned system of equations, we successfully combine the standard Tikhonov regularization technique and the L-curve method to obtain an optimal choice of the regularization parameter and the location of source points. Several 1D and 2D numerical examples are constructed to demonstrate the superior accuracy and efficiency of the proposed method for solving both the classical backward heat conduction problem (BHCP) and the BTFDE. © 2013 Elsevier Ltd. All rights reserved.
AB - Based on kernel-based approximation technique, we devise in this paper an efficient and accurate numerical scheme for solving a backward problem of time-fractional diffusion equation (BTFDE). The kernels used in the approximation are the fundamental solutions of the time-fractional diffusion equation which can be expressed in terms of the M-Wright functions. To stably and accurately solve the resultant highly ill-conditioned system of equations, we successfully combine the standard Tikhonov regularization technique and the L-curve method to obtain an optimal choice of the regularization parameter and the location of source points. Several 1D and 2D numerical examples are constructed to demonstrate the superior accuracy and efficiency of the proposed method for solving both the classical backward heat conduction problem (BHCP) and the BTFDE. © 2013 Elsevier Ltd. All rights reserved.
KW - Backward time-fractional diffusion equation
KW - Fundamental solution
KW - Kernel-based approximation
KW - Tikhonov regularization
UR - http://www.scopus.com/inward/record.url?scp=84891856776&partnerID=8YFLogxK
UR - https://www.scopus.com/record/pubmetrics.uri?eid=2-s2.0-84891856776&origin=recordpage
U2 - 10.1016/j.enganabound.2013.12.001
DO - 10.1016/j.enganabound.2013.12.001
M3 - RGC 21 - Publication in refereed journal
SN - 0955-7997
VL - 40
SP - 138
EP - 146
JO - Engineering Analysis with Boundary Elements
JF - Engineering Analysis with Boundary Elements
ER -