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Journal of Automation and Information Sciences
Modified Extragradient Method with Bregman Divergence for Variational Inequalities
Vladimir V. Semenov
Kiev National Taras Shevchenko University, Kiev
A new method of extragradient type for the approximate solution of variational inequalities with pseudomonotone and Lipschitz-continuous operators acting in a finite-dimensional linear normed space is proposed. This method is a modification of the subgradient extragradient algorithm using Bregman divergence instead of Euclidean distance. Like other schemes using Bregman divergence the proposed method can sometimes effectively take into account a structure of a feasible set of the problem. The theorem on the method convergence is proved and in the case of a monotone operator nonasymptotic estimates of the method effectiveness are obtained
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Convergence of modified extragradient method for variational inequalities with non-Lipschitz operators, Kibernetika i sistemnyi analiz, 2015, No. 5, 102–110.
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