Variational principles for monotone variational inequalities: The single-valued case

Pando Georgiev
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Abstract

We consider a parameterized variational inequality \((A,Y)\) in a Banach space \(E\) defined on a closed, convex and bounded subset \(Y\) of \(E\) by a monotone operator \(A\) depending on a parameter. We prove that under suitable conditions, there exists an arbitrarily small monotone perturbation of \(A\) such that the perturbed variational inequality has a solution which is a continuous function of the parameter, and is near to a given approximate solution. In the nonparametric case this can be considered as a variational principle for variational inequalities, an analogue of the Borwein-Preiss smooth variational principle. Some applications are given: an analogue of the Nash equilibrium problem, defined by a partially monotone operator, and a variant of the parametric Borwein-Preiss variational principle for Gâteaux differentiable convex functions under relaxed assumtions. The tool for proving the main result is a useful lemma about existence of continuous \(\varepsilon\)-solutions of a variational inequality depending on a parameter. It has an independent interest and allows a direct proof of an analogue of Ky Fan's inequality for monotone operators, introduced here, which leads to a new proof of the Schauder fixed point theorem in Gâteaux smooth Banach spaces.
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单调变分不等式的变分原理:单值情况
我们考虑了巴拿赫空间(E)中的参数化变分不等式((A,Y)),该不等式由一个取决于参数的单调算子\(A\)定义在E的封闭、凸和有界子集\(Y\)上。我们证明,在合适的条件下,存在一个任意小的\(A\) 单调扰动,使得受扰动的变分不等式有一个解,这个解是参数的连续函数,并且接近给定的近似解。在非参数情况下,这可以看作是变分不等式的变分原理,即 Borwein-Preiss 平滑变分原理。 文中给出了一些应用:由部分单调算子定义的纳什均衡问题的类比,以及在宽松假设条件下,参数博尔文-普赖斯可变凸函数的变分原理的变种。 证明主要结果的工具是一个关于取决于参数的变分不等式的连续(\varepsilon\)解的存在性的有用lemma。它还具有独立的意义,可以直接证明 Ky Fan 单调算子不等式的类比,在此引入的 Ky Fan 不等式导致了在 Gâteaux smooth Banach 空间中 Schauder 定点定理的新证明。
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