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Inertial Subgradient Extragradient Algorithm for Solving Variational Inequality Problems with Pseudomonotonicity
Authors:Yuwan Ding  Hongwei Liu  Xiaojun Ma
Abstract:In order to solve variational inequality problems of pseudomonotonicity and Lipschitz continuity in Hilbert spaces, an inertial subgradient extragradient algorithm is proposed by virtue of non-monotone stepsizes . Moreover, weak convergence and R-linear convergence analyses of the algorithm are constructed under appropriate assumptions. Finally, the efficiency of the proposed algorithm is demonstrated through numerical implementations.
Keywords:variational inequality  extragradient method  pseudomonotonicity  Lipschitz continuity  weak and linear convergence
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