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Differential Sensitivity Analysis of Variational Inequalities with Locally Lipschitz Continuous Solution Operators.

Authors :
Christof, Constantin
Wachsmuth, Gerd
Source :
Applied Mathematics & Optimization. Feb2020, Vol. 81 Issue 1, p23-62. 40p.
Publication Year :
2020

Abstract

This paper is concerned with the differential sensitivity analysis of variational inequalities in Banach spaces whose solution operators satisfy a generalized Lipschitz condition. We prove a sufficient criterion for the directional differentiability of the solution map that turns out to be also necessary for elliptic variational inequalities in Hilbert spaces (even in the presence of asymmetric bilinear forms, nonlinear operators and nonconvex functionals). Our method of proof is fully elementary. Moreover, our technique allows us to also study those cases where the variational inequality at hand is not uniquely solvable and where directional differentiability can only be obtained w.r.t. the weak or the weak-star topology of the underlying space. As tangible examples, we consider a variational inequality arising in elastoplasticity, the projection onto prox-regular sets, and a bang–bang optimal control problem. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00954616
Volume :
81
Issue :
1
Database :
Academic Search Index
Journal :
Applied Mathematics & Optimization
Publication Type :
Academic Journal
Accession number :
141512258
Full Text :
https://doi.org/10.1007/s00245-018-09553-y