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Modified subgradient extragradient algorithms for solving monotone variational inequalities

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ABSTRACT In this paper, we introduce two new algorithms for solving classical variational inequalities problem with Lipschitz continuous and monotone mapping in real Hilbert space. We modify the subgradient extragradient… Click to show full abstract

ABSTRACT In this paper, we introduce two new algorithms for solving classical variational inequalities problem with Lipschitz continuous and monotone mapping in real Hilbert space. We modify the subgradient extragradient methods with a new step size, the convergence of algorithms are established without the knowledge of the Lipschitz constant of the mapping. Finally, some numerical experiments are presented to show the efficiency and advantage of the proposed algorithms.

Keywords: algorithms solving; subgradient extragradient; modified subgradient; variational inequalities

Journal Title: Optimization
Year Published: 2018

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