A Numerical Study of an Augmented Lagrangian Method for the Estimation of Parameters in Elliptic Systems
- 1 July 1991
- journal article
- Published by Society for Industrial & Applied Mathematics (SIAM) in SIAM Journal on Scientific and Statistical Computing
- Vol. 12 (4) , 884-910
- https://doi.org/10.1137/0912048
Abstract
A method based on an augmented Lagrangian formulation is developed which allows coefficients in an elliptic differential equation to be estimated from measurements of the state. This is a hybrid method combining the output-least-squares and the equation-error technique. Seminorm regularization is employed, and convergence and stability properties are discussed. Several aspects of an efficient implementation are described. Finally, the effectiveness of the method is demonstrated by means of one-and two-dimensional examples.Keywords
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