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Title: Sparse optimization problems in fractional order Sobolev spaces
Abstract We consider optimization problems in the fractional order Sobolev spaces with sparsity promoting objective functionals containingLp-pseudonorms, p ( 0 , 1 ) . Existence of solutions is proven. By means of a smoothing scheme, we obtain first-order optimality conditions, which contain an equation with the fractional Laplace operator. An algorithm based on this smoothing scheme is developed. Weak limit points of iterates are shown to satisfy a stationarity system that is slightly weaker than that given by the necessary condition.  more » « less
Award ID(s):
2110263
PAR ID:
10400525
Author(s) / Creator(s):
;
Publisher / Repository:
IOP Publishing
Date Published:
Journal Name:
Inverse Problems
Volume:
39
Issue:
4
ISSN:
0266-5611
Page Range / eLocation ID:
Article No. 044001
Format(s):
Medium: X
Sponsoring Org:
National Science Foundation
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