Regularization of the backward stochastic heat conduction problem

Author:

Tuan Nguyen Huy1,Lesnic Daniel2,Thach Tran Ngoc3,Ngoc Tran Bao4

Affiliation:

1. Division of Applied Mathematics, Science and Technology Advanced Institute, and Faculty of Technology , Van Lang University , Ho Chi Minh City , Vietnam

2. Department of Applied Mathematics , University of Leeds , Leeds LS2 9JT , United Kingdom

3. Department of Mathematics and Computer Science , University of Science ; and Vietnam National University , Ho Chi Minh City , Vietnam

4. Department of Mathematics , Faculty of Science , Nong Lam University , Ho Chi Minh City , Vietnam

Abstract

Abstract In this paper, we study the backward problem for the stochastic parabolic heat equation driven by a Wiener process. We show that the problem is ill-posed by violating the continuous dependence on the input data. In order to restore stability, we apply a filter regularization method which is completely new in the stochastic setting. Convergence rates are established under different a priori assumptions on the sought solution.

Publisher

Walter de Gruyter GmbH

Subject

Applied Mathematics

Reference17 articles.

1. H. Amann, Time-delayed Perona–Malik type problems, Acta Math. Univ. Comenian. (N. S.) 76 (2007), no. 1, 15–38.

2. P.-L. Chow, Stochastic Partial Differential Equations, Chapman & Hall/CRC, Boca Raton, 2007.

3. M. Denche and K. Bessila, A modified quasi-boundary value method for ill-posed problems, J. Math. Anal. Appl. 301 (2005), no. 2, 419–426.

4. L. C. Evans, Partial Differential Equation, American Mathematical Society, Providence, 1997.

5. L. C. Evans, An Introduction to Stochastic Differential Equations, American Mathematical Society, Providence, 2006.

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