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双周三学术报告会:Distributionally Robust Stochastic Variational Inequalities
发布时间:2022-09-03 18:57:59 访问次数: 字号:

地点:行健楼学术活动室526

摘要:We propose a formulation of the Distributionally Robust Variational Inequality (DRVI) to deal with uncertainties of distributions of the involved  random variables in variational inequalities.  Examples of the DRVI are provided, including the optimality conditions for distributionally robust optimization and Distributionally Robust Games (DRG). The existence  of solutions and monotonicity  of the DRVI are discussed. Moreover, we propose a  Sample Average Approximation (SAA) approach to the DRVI and study its  convergence properties. Numerical examples of  DRG are presented to illustrate  solutions of the DRVI and  convergence properties  of the SAA approach.