On Lipschitz semicontinuity properties of variational systems with application to parametric optimization
Amos Uderzo

TL;DR
This paper investigates Lipschitz lower semicontinuity and calmness of solution mappings in variational systems, providing sufficient conditions and applying results to stability analysis in parametric optimization.
Contribution
It introduces new metric-based conditions for Lipschitz semicontinuity and calmness in variational systems, with applications to parametric constrained optimization.
Findings
Established sufficient conditions via nondegeneracy for metric properties.
Formulated conditions using Fréchet coderivatives in Asplund spaces.
Applied results to stability analysis in parametric optimization.
Abstract
In this paper two properties of recognized interest in variational analysis, known as Lipschitz lower semicontinuity and calmness, are studied with reference to a general class of variational systems, i.e. to solution mappings to parameterized generalized equations. In consideration of the metric nature of such properties, some related sufficient conditions are established, which are expressed via nondegeneracy conditions on derivative-like objects appropriate for a metric space analysis. For certain classes of generalized equations in Asplund spaces, it is shown how such conditions can be formulated by using the Fr\'echet coderivative of the field and the derivative of the base. Applications to the stability analysis of parametric constrained optimization problems are proposed.
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Taxonomy
TopicsOptimization and Variational Analysis · Advanced Optimization Algorithms Research · Fixed Point Theorems Analysis
