Abstract
In theory and practice of the inverse problems for unsteady partial differential equations, significant attention is paid to the problems of determination of the initial condition based on the values of the initial function in a finite time.
In this paper, we propose a numerical method for the solution of a retrospective inverse problem for a multidimensional parabolic equation by a rapidly convergent conjugate gradient method. The results of computational experiments on model problems with quasi-solutions are being discussed. Besides, the results of computations obtained at specifying a perturbated additional condition with random errors are presented.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Aster, R.C.: Parameter Estimation and Inverse Problems. Elsevier Science, Amsterdam (2011)
Kabanikhin, S.I.: Inverse and Ill-Posed Problems. Theory and Applications. De Gruyter, Germany (2011)
Lavrent’ev, M.M., Romanov, V.G., Shishatskii, S.P.: lll-Posed Problems of Mathematical Physics and Analysis. American Mathematical Society, Providence (1986)
Isakov, V.: Inverse Problems for Partial Differential Equations. Springer, New York (2006)
Latte’s, R., Lions, J.L.: The Method of Quasi-Reversibility. Applications to Partial Differential Equations. American Elsevier Publishing Company, Amsterdam (1969)
Prilepko, A.I., Orlovsky, D.G., Vasin, I.A.: Methods for Solving Inverse Problems in Mathematical Physics. Marcel Dekker, New York (2000)
Samarskii, A.A., Vabishchevich, P.N.: Numerical Methods for Solving Inverse Problems of Mathematical Physics. De Gruyter, Germany (2007)
Zhao, Z., Meng, Z.: A modified Tikhonov regularization method for a backward heat equation. Inverse Prob. Sci. Eng. 19(8), 1175–1182 (2011)
Samarskii, A.A., Vabishchevich, P.N., Vasil’ev, V.I.: Iterative solution of a retrospective inverse problem of heat conduction. Mat. Model. 9(5), 119–127 (1997)
Vasil’ev, V.I., Popov, V.V., Eremeeva, M.S., Kardashevsky, A.M.: Iterative solution of a nonclassical problem for the equation of string vibrations. Vest. Mosk. Gos. Univ. im. N.E.Baumana, Estest. Nauki 3, 77–87 (2015)
Samarskii, A.A.: The Theory of Difference Schemes. Marcel Dekker, New York (2001)
Saad, Y.: Iterative Methods for Sparse Linear Systems, 2nd edn. SIAM, Philadelphia (2003)
Acknowledgement
The authors express their sincere gratitude to Professor P.N. Vabischevich for constructive comments and fruitful discussions.
Author information
Authors and Affiliations
Corresponding authors
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2017 Springer International Publishing AG
About this paper
Cite this paper
Vasil’ev, V.I., Kardashevsky, A.M. (2017). Iterative Solution of the Retrospective Inverse Problem for a Parabolic Equation Using the Conjugate Gradient Method. In: Dimov, I., Faragó, I., Vulkov, L. (eds) Numerical Analysis and Its Applications. NAA 2016. Lecture Notes in Computer Science(), vol 10187. Springer, Cham. https://doi.org/10.1007/978-3-319-57099-0_80
Download citation
DOI: https://doi.org/10.1007/978-3-319-57099-0_80
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-57098-3
Online ISBN: 978-3-319-57099-0
eBook Packages: Computer ScienceComputer Science (R0)