A numerical method for backward parabolic problems with non-selfadjoint elliptic operators

A method of solution of backward parabolic problems with non-selfadjoint elliptic operators is presented. The method employs a quasisolution approach and is based on the separation of the problem into a sequence of well-posed forward problems on the entire mesh and an ill-posed system of algebraic equations on a coarser submesh. For the corresponding forward problem the continuous dependence of the solution on the initial profile is proved. From this result a stability estimate on the final time T is obtained. The estimate shows a decrease in stability of the forward (hence, the backward) problem, as the final time T is increased. Using the stability result the existence of a quasisolution of the backward problem is proved. For the solution of the intermediate non-selfadjoint forward problems a modified alternating-direction finite difference scheme is presented. The ill-conditioned system of algebraic equations is solved by using truncated singular value decomposition. The effectiveness of the method is demonstrated on a numerical test problem with exact and noisy data.

[1]  B. Blackwell,et al.  Inverse Heat Conduction: Ill-Posed Problems , 1985 .

[2]  John E. Dennis,et al.  Numerical methods for unconstrained optimization and nonlinear equations , 1983, Prentice Hall series in computational mathematics.

[3]  Karen A. Ames,et al.  A Kernel-based Method for the Approximate Solution of Backward Parabolic Problems , 1997 .

[4]  O. A. Ladyzhenskai︠a︡ Boundary value problems of mathematical physics , 1967 .

[5]  Åke Björck,et al.  Numerical methods for least square problems , 1996 .

[6]  J. Ghidaglia Some backward uniqueness results , 1986 .

[7]  Per Christian Hansen,et al.  Analysis of Discrete Ill-Posed Problems by Means of the L-Curve , 1992, SIAM Rev..

[8]  P. Hansen Rank-Deficient and Discrete Ill-Posed Problems: Numerical Aspects of Linear Inversion , 1987 .

[9]  F. John Numerical solution of the equation of heat conduction for preceding times , 1955 .

[10]  Michael Renardy,et al.  Mathematical problems in viscoelasticity , 1987 .

[11]  R. Kerry Rowe,et al.  Ground water models: scientific and regulatory applications , 1990 .

[12]  J. Bear Dynamics of Fluids in Porous Media , 1975 .

[13]  G. Strang,et al.  An Analysis of the Finite Element Method , 1974 .

[14]  C. Vogel Non-convergence of the L-curve regularization parameter selection method , 1996 .

[15]  R. D. Richtmyer,et al.  Difference methods for initial-value problems , 1959 .

[16]  A. N. Tikhonov,et al.  Solutions of ill-posed problems , 1977 .

[17]  C. W. Groetsch,et al.  The theory of Tikhonov regularization for Fredholm equations of the first kind , 1984 .

[18]  L. Payne,et al.  Improperly Posed Problems in Partial Differential Equations , 1987 .

[19]  Solomon G. Mikhlin,et al.  The numerical performance of variational methods , 1971 .

[20]  J. Douglas Faires,et al.  Numerical Analysis , 1981 .

[21]  Philippe G. Ciarlet,et al.  The finite element method for elliptic problems , 2002, Classics in applied mathematics.

[22]  O. Ladyzhenskaya The Boundary Value Problems of Mathematical Physics , 1985 .

[23]  M. Hanke Limitations of the L-curve method in ill-posed problems , 1996 .

[24]  L. Eldén,et al.  Time discretization in the backward solution of parabolic equations. II , 1982 .

[25]  Jacques-Louis Lions,et al.  The method of quasi-reversibility : applications to partial differential equations , 1969 .