Skip to main content

Iterative Solution of the Retrospective Inverse Problem for a Parabolic Equation Using the Conjugate Gradient Method

  • Conference paper
  • First Online:
Numerical Analysis and Its Applications (NAA 2016)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 10187))

Included in the following conference series:

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.

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Aster, R.C.: Parameter Estimation and Inverse Problems. Elsevier Science, Amsterdam (2011)

    Google Scholar 

  2. Kabanikhin, S.I.: Inverse and Ill-Posed Problems. Theory and Applications. De Gruyter, Germany (2011)

    Book  Google Scholar 

  3. Lavrent’ev, M.M., Romanov, V.G., Shishatskii, S.P.: lll-Posed Problems of Mathematical Physics and Analysis. American Mathematical Society, Providence (1986)

    Google Scholar 

  4. Isakov, V.: Inverse Problems for Partial Differential Equations. Springer, New York (2006)

    MATH  Google Scholar 

  5. Latte’s, R., Lions, J.L.: The Method of Quasi-Reversibility. Applications to Partial Differential Equations. American Elsevier Publishing Company, Amsterdam (1969)

    Google Scholar 

  6. Prilepko, A.I., Orlovsky, D.G., Vasin, I.A.: Methods for Solving Inverse Problems in Mathematical Physics. Marcel Dekker, New York (2000)

    MATH  Google Scholar 

  7. Samarskii, A.A., Vabishchevich, P.N.: Numerical Methods for Solving Inverse Problems of Mathematical Physics. De Gruyter, Germany (2007)

    Book  MATH  Google Scholar 

  8. Zhao, Z., Meng, Z.: A modified Tikhonov regularization method for a backward heat equation. Inverse Prob. Sci. Eng. 19(8), 1175–1182 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  9. 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)

    MathSciNet  MATH  Google Scholar 

  10. 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)

    Google Scholar 

  11. Samarskii, A.A.: The Theory of Difference Schemes. Marcel Dekker, New York (2001)

    Book  MATH  Google Scholar 

  12. Saad, Y.: Iterative Methods for Sparse Linear Systems, 2nd edn. SIAM, Philadelphia (2003)

    Book  MATH  Google Scholar 

Download references

Acknowledgement

The authors express their sincere gratitude to Professor P.N. Vabischevich for constructive comments and fruitful discussions.

Author information

Authors and Affiliations

Authors

Corresponding authors

Correspondence to V. I. Vasil’ev or A. M. Kardashevsky .

Editor information

Editors and Affiliations

Rights and permissions

Reprints 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)

Publish with us

Policies and ethics