Quantitative Stability Analysis of Stochastic Generalized Equations
We consider the solution of a system of stochastic generalized equations (SGE) where the underlying functions are mathematical expectation of random set-valued mappings. SGE has many applications such as characterizing optimality conditions of a nonsmooth stochastic optimization problem or equilibri...
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| Vydáno v: | SIAM journal on optimization Ročník 24; číslo 1; s. 467 - 497 |
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| Médium: | Journal Article |
| Jazyk: | angličtina |
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Philadelphia
Society for Industrial and Applied Mathematics
01.01.2014
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| ISSN: | 1052-6234, 1095-7189 |
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| Abstract | We consider the solution of a system of stochastic generalized equations (SGE) where the underlying functions are mathematical expectation of random set-valued mappings. SGE has many applications such as characterizing optimality conditions of a nonsmooth stochastic optimization problem or equilibrium conditions of a stochastic equilibrium problem. We derive quantitative continuity of expected value of the set-valued mapping with respect to the variation of the underlying probability measure in a metric space. This leads to the subsequent qualitative and quantitative stability analysis of solution set mappings of the SGE. Under some metric regularity conditions, we derive Aubin's property of the solution set mapping with respect to the change of probability measure. The established results are applied to stability analysis of stochastic variational inequality, stationary points of classical one-stage and two-stage stochastic minimization problems, two-stage stochastic mathematical programs with equilibrium constraints, and stochastic programs with second order dominance constraints. [PUBLICATION ABSTRACT] |
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| AbstractList | We consider the solution of a system of stochastic generalized equations (SGE) where the underlying functions are mathematical expectation of random set-valued mappings. SGE has many applications such as characterizing optimality conditions of a nonsmooth stochastic optimization problem or equilibrium conditions of a stochastic equilibrium problem. We derive quantitative continuity of expected value of the set-valued mapping with respect to the variation of the underlying probability measure in a metric space. This leads to the subsequent qualitative and quantitative stability analysis of solution set mappings of the SGE. Under some metric regularity conditions, we derive Aubin's property of the solution set mapping with respect to the change of probability measure. The established results are applied to stability analysis of stochastic variational inequality, stationary points of classical one-stage and two-stage stochastic minimization problems, two-stage stochastic mathematical programs with equilibrium constraints, and stochastic programs with second order dominance constraints. [PUBLICATION ABSTRACT] We consider the solution of a system of stochastic generalized equations (SGE) where the underlying functions are mathematical expectation of random set-valued mappings. SGE has many applications such as characterizing optimality conditions of a nonsmooth stochastic optimization problem or equilibrium conditions of a stochastic equilibrium problem. We derive quantitative continuity of expected value of the set-valued mapping with respect to the variation of the underlying probability measure in a metric space. This leads to the subsequent qualitative and quantitative stability analysis of solution set mappings of the SGE. Under some metric regularity conditions, we derive Aubin's property of the solution set mapping with respect to the change of probability measure. The established results are applied to stability analysis of stochastic variational inequality, stationary points of classical one-stage and two-stage stochastic minimization problems, two-stage stochastic mathematical programs with equilibrium constraints, and stochastic programs with second order dominance constraints. |
| Author | Xu, Huifu Römisch, Werner Liu, Yongchao |
| Author_xml | – sequence: 1 givenname: Yongchao surname: Liu fullname: Liu, Yongchao – sequence: 2 givenname: Werner surname: Römisch fullname: Römisch, Werner – sequence: 3 givenname: Huifu surname: Xu fullname: Xu, Huifu |
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| SubjectTerms | Applied mathematics Approximation Continuity Dominance Equilibrium Expected values Functions (mathematics) Mapping Mathematical analysis Optimization Stability analysis Stochasticity |
| Title | Quantitative Stability Analysis of Stochastic Generalized Equations |
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