Journal
JOURNAL OF SCIENTIFIC COMPUTING
Volume 77, Issue 1, Pages 204-224Publisher
SPRINGER/PLENUM PUBLISHERS
DOI: 10.1007/s10915-018-0703-0
Keywords
Optimal control problems; Identification (inverse) problems; Fractional diffusion; Bisection algorithm; Finite elements; Stability; Fully-discrete methods; Convergence
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Funding
- NSF [DMS-1521590, DMS-1418784, DMS-1720213]
- CONICYT through FONDECYT Project [3160201]
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We consider an identification (inverse) problem, where the state u is governed by a fractional elliptic equation and the unknown variable corresponds to the order s(0,1) of the underlying operator. We study the existence of an optimal pair (s) and provide sufficient conditions for its local uniqueness. We develop semi-discrete and fully discrete algorithms to approximate the solutions to our identification problem and provide a convergence analysis. We present numerical illustrations that confirm and extend our theory.
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