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Mathematics and Mechanics of Solids
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An Abstract Framework for Elliptic Inverse Problems: Part 1. An Output Least-Squares Approach

Mark S. Gockenbach

Department of Mathematical Sciences, Michigan Technological University, 1400 Townsend Drive, Houghton, MI 49931-1295, USA

Akhtar A. Khan

Department of Mathematical Sciences, Michigan Technological University, 1400 Townsend Drive, Houghton, MI 49931-1295, USA

The solution of an elliptic boundary value problem is an infinitely differentiable function of the coefficient in the partial differential equation. When the (coefficient-dependent) energy norm is used, the result is a smooth, convex output least-squares functional. Using total variation regularization, it is possible to estimate discontinuous coefficients from interior measurements. The minimization problem is guaranteed to have a solution, which can be obtained in the limit from finite-dimensional discretizations of the problem. These properties hold in an abstract framework that encompasses several interesting problems: the standard (scalar) elliptic BVP in divergence form, the system of isotropic elasticity, and others.

Key Words: Total variation regularization • distributed parameter estimation • Lamé parameters

This version was published on June 1, 2007

Mathematics and Mechanics of Solids, Vol. 12, No. 3, 259-276 (2007)
DOI: 10.1177/1081286505055758


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M. S. Gockenbach and A. A. Khan
An Abstract Framework for Elliptic Inverse Problems: Part 2. An Augmented Lagrangian Approach
Mathematics and Mechanics of Solids, August 1, 2009; 14(6): 517 - 539.
[Abstract] [PDF]