Studying the Picard’s Method for Solving the Inverse Cauchy Problem for Heat Conductivity Equations
DOI:
https://doi.org/10.14529/cmse190401Keywords:
inverse heat conduction problem, Picart’s method, ill-posed problem, Cauchy problemAbstract
In this paper, the inverse Cauchy problem for the heat equation is posed and solved. In this problem, the initial temperature is unknown, and instead of it, the temperature at a specific time is given, t = T > 0. They are characterized by the fact that arbitrarily small changes in the source data can lead to large changes in the solution. It is well known that this problem is an ill-posed problem. In order to solve the direct problem, the method of separation of variables is used. We noticed that the method of separating variables is not applicable to solving the inverse Cauchy problem since it leads to large errors, as well as to divergent rows. V.K. Ivanov noted that if the inverse problem is solved by the method of separation of variables, the resulting series is replaced with a partial sum of a series, where the number of terms depends on δ, N = N(δ). The Picard’s method uses the regularizing family of {RN}, operators mapping the L2[0, 1] space into itself. The results of computational experiments are presented and the effectiveness of this method is estimated.
References
Ivanov V.K. About Application of Picard Method to the Solution of Integral Equations for the First Kind. Bui. Inst. Politehn. Iasi. 1968. vol. 4, no. 34. pp. 71–78. (in Russian)
Ivanov V.K., Vasin V.V., Tanana V.P. Theory of Linear Ill-Posed Problem and Application. Moscow, Nauok, 1978. 206 p. (in Russian)
Kabanikhin S.I. Inverse and Ill-posed Problems: Theory and Applications. Inverse and Ill-Posed Problems, Ser. 55. De Gruyter, 2012. 458 p.
Tanana V.P., Sidikova A.I. Optimal Methods for Solving Ill-Posed Heat Conduction Problems. Inverse and ill-posed problems, Ser. 62. De Gruyter, 2018. 138 p.
Tikhonov A.N. On the Regularization of Ill-Posed Problems. Proceedings of the USSR Academy of Sciences, 1963. vol. 153, no. 1. pp. 49–52. (in Russian)
Lavrent’ev M.M. On Some Ill-Posed Problems of Mathematical Physics. Novosibirsk, Siberian Branch of the Academy of Sciences of the USSR, 1962. 92 p. (in Russian)
Mu H., Li J., Wang X. Optimization Based Inversion Method for the Inverse Heat Conduction Problems. IOP Conference Series: Earth and Environmental Science. 2017. vol. 64, no. 1. pp. 1–9. DOI: 10.1088/1755-1315/64/1/012094.
Duda P. Solution of Inverse Heat Conduction Problem Using the Tikhonov Regularization Method. Journal of Thermal Science. 2017. vol. 26, no. 1. pp. 60–65. DOI: 10.1007/s11630-017-0910-2.
Frąckowiak A., Botkin N.D., Ciałkowski M. Iterative Algorithm for Solving the Inverse Heat Conduction Problems with the Unknown Source Function. Inverse Problems in Science and Engineering. 2015. vol. 23, no. 6. pp. 1056–1071. DOI: 10.1080/17415977.2014.986723.
Yang S., Xiong X. A. Tikhonov Regularization Method for Solving an Inverse Heat Source Problem. Bull. Malays. Math. Sci. Soc. 2018. vol. 5, no. 19. pp. 1–12. DOI: 10.1007/s40840-018-0693-y.