Full stability of general parametric variational systems
Boris S. Mordukhovich, Tran T. A. Nghia, Dat T. Pham

TL;DR
This paper characterizes and provides verifiable conditions for full stability of solutions in parametric variational systems with nonsmooth data, using second-order variational analysis in Hilbert spaces.
Contribution
It introduces and fully characterizes Lipschitzian and H"olderian full stability for parametric variational systems with nonsmooth mappings, including explicit formulas and estimates.
Findings
Complete characterizations of full stability notions.
Verifiable sufficient conditions established.
Explicit formulas and quantitative estimates derived.
Abstract
The paper introduces and studies the notions of Lipschitzian and H\"olderian full stability of solutions to three-parametric variational systems described in the generalized equation formalism involving nonsmooth base mappings and partial subgradients of prox-regular functions acting in Hilbert spaces. Employing advanced tools and techniques of second-order variational analysis allows us to establish complete characterizations of, as well as directly verifiable sufficient conditions for, such full stability notions under mild assumptions. Furthermore, we derive exact formulas and effective quantitative estimates for the corresponding moduli. The obtained results are specified for important classes of variational inequalities and variational conditions in both finite and infinite dimensions.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsOptimization and Variational Analysis · Contact Mechanics and Variational Inequalities · Nonlinear Partial Differential Equations
