Convergence of the Modified Extragradient Method for Variational Inequalities with Non-Lipschitz Operators

被引:155
作者
Denisov S.V. [1 ]
Semenov V.V. [1 ]
Chabak L.M. [2 ]
机构
[1] Taras Shevchenko National University of Kyiv, Kyiv
[2] Hetman Konashevych-Sahaidachnyi Kyiv State Maritime Academy, Kyiv
关键词
extragradient method; Hilbert space; monotone operator; variational inequality; weak convergence;
D O I
10.1007/s10559-015-9768-z
中图分类号
学科分类号
摘要
We propose a modified extragradient method with dynamic step size adjustment to solve variational inequalities with monotone operators acting in a Hilbert space. In addition, we consider a version of the method that finds a solution of a variational inequality that is also a fixed point of a quasi-nonexpansive operator. We establish the weak convergence of the methods without any Lipschitzian continuity assumption on operators. © 2015, Springer Science+Business Media New York.
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收藏
页码:757 / 765
页数:8
相关论文
共 37 条
[1]  
Kinderlehrer D., Stampacchia G., An introduction to vatiational inequalities and their applications, SIAM Review, 23, 4, pp. 539-543, (1981)
[2]  
Baiocchi C., Capelo A., Variational and Quasivariational Inequalities, (1984)
[3]  
Nagurney A., Network Economics: A Variational Inequality Approach, (1999)
[4]  
Semenov V.V., Semenova N.V., A vector problem of optimal control in a Hilbert space, Cybern. Syst. Analysis, 41, 2, pp. 255-266, (2005)
[5]  
Bakushinskii A.B., Goncharskii A.V., Ill-Posed Problems. Numerical Methods and Applications [in Russian], (1989)
[6]  
Facchinei F., Pang J.-S., Finite-Dimensional Variational Inequalities and Complementarity Problem, (2003)
[7]  
Bauschke H.H., Combettes P.L., Convex Analysis and Monotone Operator Theory in Hilbert Spaces, (2011)
[8]  
Konnov I.V., Combined Relaxation Methods for Variational Inequalities, (2001)
[9]  
Panin V.M., Skopetskii V.V., Lavrina T.V., Models and methods of finite-dimensional variational inequalities, Cybern. Syst. Analysis, 36, 6, pp. 829-844, (2000)
[10]  
Xiu N., Zhang J., Some recent advances in projection-type methods for variational inequalities, J. Comput. Appl. Math., 152, pp. 559-585, (2003)