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Construction algorithms for a class of monotone variational inequalities
Authors:Yonghong Yao  Mihai Postolache  Yeong-Cheng Liou  Zhangsong Yao
Institution:1.Department of Mathematics,Tianjin Polytechnic University,Tianjin,China;2.Faculty of Applied Sciences,University “Politehnica” of Bucharest,Bucharest,Romania;3.Department of Information Management,Cheng Shiu University,Kaohsiung,Taiwan;4.Center for General Education,Kaohsiung Medical University,Kaohsiung,Taiwan;5.School of Information Engineering,Nanjing Xiaozhuang University,Nanjing,China
Abstract:
This paper is devoted to solve the following monotone variational inequality of finding \(x^*\in \mathrm{Fix}(T)\) such that
$$\begin{aligned} \langle Ax^*,x-x^*\rangle \ge 0,\quad \forall x\in \mathrm{Fix}(T), \end{aligned}$$
where A is a monotone operator and \(\mathrm{Fix}(T)\) is the set of fixed points of nonexpansive operator T. For this purpose, we construct an implicit algorithm and prove its convergence hierarchical to the solution of above monotone variational inequality.
Keywords:
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