Convergence of the projection and contraction methods for solving bilevel variational inequality problems

被引:1
|
作者
Thang, Tran Van [1 ]
Anh, Pham Ngoc [2 ,4 ]
Truong, Nguyen Duc [3 ]
机构
[1] Elect Power Univ, Dept Math, Hanoi, Vietnam
[2] Posts & Telecommun Inst Technol, Dept Sci Fundamentals, Hanoi, Vietnam
[3] Hai Phong Univ, Dept Math, Haiphong, Vietnam
[4] Posts & Telecommun Inst Technol, Dept Sci Fundamentals, Hanoi, Vietnam
关键词
bilevel problem; contraction; Lipschitz continuous; monotone; projection method; variational inequality problem; OPTIMIZATION PROBLEMS; DESCENT METHODS; ALGORITHMS; DECOMPOSITION; SYSTEMS; THEOREM;
D O I
10.1002/mma.9156
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In this work, we analyze some convergent properties of a projection and contraction algorithm for solving a variational inequality problem, where the feasible domain is the solution set of an affine variational inequality problem. We prove that, for solving the problem where the second cost mapping is affine and not necessary for monotone properties, any iterative sequence generated by the algorithm converges to a unique solution provided that the first cost mapping is strongly monotone and Lipschitz continuous. Computational errors of the algorithm are showed. Finally, some preliminary numerical experiences and comparisons are also reported.
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页码:10867 / 10885
页数:19
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