Skip to main content
Log in

Optimal error bound and generalized Tikhonov regularization for identifying an unknown source in the heat equation

  • Original Paper
  • Published:
Journal of Mathematical Chemistry Aims and scope Submit manuscript

Abstract

In this note we prove a stability estimate for an inverse heat source problem. Based on the obtained stability estimate, we present a generalized Tikhonov regularization and obtain the error estimate. Numerical experiment shows that the generalized Tikhonov regularization works well.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. Cannon J.R., Estevz S.P.: An inverse problem for the heat equation. Inverse Probl. 2, 395–403 (1986)

    Article  Google Scholar 

  2. Cannon J.R.: One Dimensional Heat Equation. Addison-Wesley Publishing Company, California (1984)

    Google Scholar 

  3. G.S. Li, M. Yamamoto, Stability analysis for determining a source term in a 1-D advection-dispersion equation. J. Inverse Ill-Posed Probl. (14) (2006)

  4. Atmadja J., Bagtzoglou A.C.: State of the art report on mathematical methods for ground-water pollution source identification. Environ. Forensics 2, 205C214 (2001)

    Article  Google Scholar 

  5. Atmadja J., Bagtzoglou A.C.: Pollution source identification in heterogeneous porous media by MJBBE method. WRR 37, 2113C2125 (2001)

    Article  Google Scholar 

  6. Atmadja J., Bagtzoglou A.C.: Marching-jury backward beam equation and quasi-reversibility methods for hydrologic inversion: Application to contaminant plume spatial distribution recovery. WRR 39, 1038C1047 (2003)

    Google Scholar 

  7. Burykin A.A., Denisov A.M.: Determination of the unknown sources in the heat-conduction equation. Comput. Math. Model. 8, 309–313 (1997)

    Article  Google Scholar 

  8. Ling L., Yamamoto M., Hon Y.C., Takeuchi T.: Identification of source locations in two-dimensional heat equations. Inverse Probl. 22, 1289–1305 (2006)

    Article  Google Scholar 

  9. Trong D.D., Long N.T., Alain P.N.D.: Nonhomogeneous heat equation: Identification and regularization for the inhomogeneous term. J. Math. Anal. Appl. 312, 93–104 (2005)

    Article  Google Scholar 

  10. Savateev E.G.: On problems of determining the source function in a parabolic equation. J. Inverse Ill-Posed Probl. 3, 83–102 (1995)

    Article  Google Scholar 

  11. Solov’ev V.V.: Solvability of the inverse problem of finding a source, using overdetermination on the upper base for a parabolic equation. Differ. Equ. 25, 1114–1119 (1990)

    Google Scholar 

  12. Ryaben’kii V.S., Tsynov S.V., Utyuzhnikov S.V.: Inverse source problem and active shielding for composite domains. Appl. Math. Lett. 20, 511–515 (2007)

    Article  Google Scholar 

  13. Yi Z., Murio D.A.: Source term identification in 1-D IHCP. Comput. Math. Appl. 47, 1921–1933 (2004)

    Article  Google Scholar 

  14. Yamamoto M.: Condtional stability in determation of force terms of heat equations in a rectangle. Math. Comput. Model. 18, 79–88 (1993)

    Article  Google Scholar 

  15. Fang D.D., Fu C.L., Yang F.L.: Optimal error bound and Fourier regularization for identifying an unknown source in the heat equation. J. Comput. Appl. Math. 23, 0728–737 (2009)

    Google Scholar 

  16. Farcas A., Lesnic K.: The boundary-element method for the determination of a heat source dependent on one variable. J. Eng. Math. 54, 375–388 (2006)

    Article  Google Scholar 

  17. Hào D.N.: A mollification method for ill-posed problems. Numer. Math. 68, 469–506 (1994)

    Article  Google Scholar 

  18. Johansson T.B., Lesnic D.: A variational method for identifying a spacewise-dependent heat source. IMA J. Appl. Math. 72, 748–760 (2007)

    Article  Google Scholar 

  19. Johansson B.T., Lesnic D.: Determination of a spacewise dependent heat source. J. Comput. Appl. Math. 209, 66–80 (2007)

    Article  Google Scholar 

  20. Ling L., Yamamoto M., Hon Y.C., Takeuchi T.: Identification of source locations in two-dimensional heat equations. Inverse Probl. 22, 1289–1305 (2006)

    Article  Google Scholar 

  21. Tikhonov A.N., Arsenin V.Y.: Solutions of Ill-Posed Problems. Winston and Sons, Washington, D.C. (1977)

    Google Scholar 

  22. Trong D.D., Long N.T., Alain P.N.D.: Nonhomogeneous heat equation: Identification and regularization for the inhomogeneous term. J. Math. Anal. Appl. 312, 93–104 (2005)

    Article  Google Scholar 

  23. X.T. Xiong, Regularization theory and algorithm for some inverse problems for parabolic differential equations, PhD dissertation, Lanzhou University (2007, in Chinese)

  24. Yi Z., Murio D.A.: Source term identification in 1-D IHCP. Comput. Math. Appl. 47, 1921–1933 (2004)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Ailin Qian.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Qian, A., Li, Y. Optimal error bound and generalized Tikhonov regularization for identifying an unknown source in the heat equation. J Math Chem 49, 765–775 (2011). https://doi.org/10.1007/s10910-010-9774-3

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10910-010-9774-3

Keywords

Navigation