Advances in Differential Equations and Control Processes

The Advances in Differential Equations and Control Processes is an esteemed international journal indexed in the Emerging Sources Citation Index (ESCI). It publishes original research articles related to recent developments in both theory and applications of ordinary and partial differential equations, integral equations, and control theory. The journal highlights the interdisciplinary nature of these topics, with applications in physical, biological, environmental, and health sciences, mechanics, and engineering. It also considers survey articles that identify future avenues of advancement in the field.

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IDENTIFICATION OF TWO PARAMETERS IN AN ELLIPTIC BOUNDARY VALUE PROBLEM

Authors

  • Abir Benyoucef
  • Leila Alem
  • Lahcène Chorfi

Keywords:

inverse problem, least squares method, Levenberg-Marquardt algorithm.

DOI:

https://doi.org/10.17654/0974324322016

Abstract

This paper concerns an inverse problem which consists in determining two coefficients $b$ and $c$ in the equation $-b(x) u^{\prime \prime}+c(x) u^{\prime}=f$, $x \in] 0,1[$, knowing the solution function $u$ and the right-hand side function $f$. The questions of uniqueness and stability are investigated. This problem is solved by using the nonlinear least squares method. We present some numerical examples to illustrate our algorithm.

Received: January 24, 2022
Accepted: April 8, 2022

References

G. Chavent, Nonlinear Least Squares for Inverse Problems, Series Scientific Computation, Springer, 2009.

H. W. Engl, K. Kunisch and A. Neubauer, Convergence rates for Tikhonov regularization of nonlinear ill-posed problems, Inverse Problems 5 (1989), 523-540.

H. W. Engl, M. Hanke and A. Neubauer, Regularization of Inverse Problems, Kluwer Academic Publishers, 1996.

M. Guidici, A result concerning identifiability of the inverse problem of groundwater hydrology, Inverse Problems 5 (1989), L31-L36.

M. Hanke, A regularizing Levenberg-Marquardt scheme, with applications to inverse groundwater filtration problems, Inverse Problems 13 (1997), 79-95.

M. Kern, Numerical Methods for Inverse Problems, John Wiley and Sons, 2016.

I. Knowles, Parameter identification for elliptic problems, J. Comput. Appl. Math. 131 (2001), 175-194.

J. J. Moré, The Levenberg-Marquardt algorithm: implementation and theory, G. A. Watson, ed., Lecture Notes in Mathematics 630: Numerical Analysis, Springer-Verlag, Berlin, 1978, pp. 105-116.

A. Neubauer, Tikhonov regularisation for non-linear ill-posed problems: optimal convergence rates and finite dimensional approximation, Inverse Problems 5 (1989), 541-557.

J. Zou, Numerical methods for elliptic inverse problems, Int. J. Comput. Math. 70 (1989), 211-232.

Published

2022-05-06

Issue

Section

Articles

How to Cite

IDENTIFICATION OF TWO PARAMETERS IN AN ELLIPTIC BOUNDARY VALUE PROBLEM. (2022). Advances in Differential Equations and Control Processes, 27, 115-132. https://doi.org/10.17654/0974324322016

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