Regularization and iterative method for general variational inequality problem in hilbert spaces

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作者
Yeol JE Cho
Narin Petrot
机构
[1] Gyeongsang National University,Department of Mathematics Education and the RINS
[2] Naresuan University,Department of Mathematics, Faculty of Science
关键词
general variational inequality problem; regularization; inertial proximal point algorithm; monotone mapping; inverse strongly monotone mapping;
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摘要
Without the strong monotonicity assumption of the mapping, we provide a regularization method for general variational inequality problem, when its solution set is related to a solution set of an inverse strongly monotone mapping. Consequently, an iterative algorithm for finding such a solution is constructed, and convergent theorem of the such algorithm is proved. It is worth pointing out that, since we do not assume strong monotonicity of general variational inequality problem, our results improve and extend some well-known results in the literature.
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