A strong convergence theorem for Tseng's extragradient method for solving variational inequality problems

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초록

In this paper, we introduce a new algorithm for solving variational inequality problems with monotone and Lipschitz-continuous mappings in real Hilbert spaces. Our algorithm requires only to compute one projection onto the feasible set per iteration. We prove under certain mild assumptions, a strong convergence theorem for the proposed algorithm to a solution of a variational inequality problem. Finally, we give some numerical experiments illustrating the performance of the proposed algorithm for variational inequality problems.

키워드

Tseng's extragradient; Viscosity method; Variational inequality problem; FIXED-POINTS; APPROXIMATION METHODS; MONOTONE-OPERATORS; ALGORITHMS; WEAK
제목
A strong convergence theorem for Tseng's extragradient method for solving variational inequality problems
저자
Thong, Duong Viet; Vinh, Nguyen The; Cho, Yeol Je
DOI
10.1007/s11590-019-01391-3
발행일
2020-07
유형
Article
저널명
Optimization Letters
권
14
호
5
페이지
1157 ~ 1175