个人信息Personal Information
教授
博士生导师
硕士生导师
性别:男
毕业院校:大连理工大学
学位:博士
所在单位:数学科学学院
办公地点:数学科学学院312
联系方式:0411-84708351-8312
电子邮箱:xtxiao@dlut.edu.cn
An algorithm based on resolvent operators for solving variational inequalities in Hilbert spaces
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论文类型:期刊论文
发表时间:2008-11-15
发表刊物:NONLINEAR ANALYSIS-THEORY METHODS & APPLICATIONS
收录刊物:SCIE、EI、Scopus
卷号:69
期号:10
页面范围:3344-3357
ISSN号:0362-546X
关键字:Hilbert space; Cone; M-Monotone operator; Resolvent operator; Variational inequality; Convergence property
摘要:In this paper, a new monotonicity, M-monotonicity, is introduced, and the resolvent operator of an M-monotone operator is proved to be single valued and Lipschitz continuous. With the help of the resolvent operator, an equivalence between the variational inequality VI(C, F + G) and the fixed point problem of a nonexpansive mapping is established. A proximal point algorithm is constructed to solve the fixed point problem, which is proved to have a global convergence under the condition that F in the VI problem is strongly monotone and Lipschitz continuous. Furthermore, a convergent path Newton method, which is based on the assumption that the projection mapping Pi(C)(.) is semismooth, is given for calculating epsilon-solutions to the sequence of fixed point problems, enabling the proximal point algorithm to be implementable. (c) 2007 Elsevier Ltd. All rights reserved.