A new self adaptive Tseng's extragradient method with double-projection for solving pseudomonotone variational inequality problems in Hilbert spaces

被引:0
作者
Xie, Zhongbing [1 ]
Cai, Gang [1 ]
Li, Xiaoxiao [2 ]
Dong, Qiao-Li [2 ]
机构
[1] Chongqing Normal Univ, Sch Math Sci, Chongqing 401331, Peoples R China
[2] Civil Aviat Univ China, Coll Sci, Tianjin 300300, Peoples R China
关键词
inertial method; pseudomonotone operator; strong convergence; Tseng's extragradient method; variational inequality; ALGORITHM;
D O I
10.1515/ijnsns-2021-0028
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The purpose of this paper is to study a new Tseng's extragradient method with two different stepsize rules for solving pseudomonotone variational inequalities in real Hilbert spaces. We prove a strong convergence theorem of the proposed algorithm under some suitable conditions imposed on the parameters. Moreover, we also give some numerical experiments to demonstrate the performance of our algorithm.
引用
收藏
页码:539 / 554
页数:16
相关论文
共 35 条
[1]  
[Anonymous], 1984, Applied Nonlinear Analysis
[2]  
Antipin AS., 1976, EKONOMIKA MAT METODY, V12, P1164
[3]  
Baiocchi C., 1984, VARIATIONAL QUASIVAR
[4]   An Inertial Tseng's Type Proximal Algorithm for Nonsmooth and Nonconvex Optimization Problems [J].
Bot, Radu Ioan ;
Csetnek, Ernoe Robert .
JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 2016, 171 (02) :600-616
[5]   Inertial Douglas-Rachford splitting for monotone inclusion problems [J].
Bot, Radu Ioan ;
Csetnek, Ernoe Robert ;
Hendrich, Christopher .
APPLIED MATHEMATICS AND COMPUTATION, 2015, 256 :472-487
[6]   On the convergence rate improvement of a primal-dual splitting algorithm for solving monotone inclusion problems [J].
Bot, Radu Ioan ;
Csetnek, Erno Robert ;
Heinrich, Andre ;
Hendrich, Christopher .
MATHEMATICAL PROGRAMMING, 2015, 150 (02) :251-279
[7]   A DOUGLAS-RACHFORD TYPE PRIMAL-DUAL METHOD FOR SOLVING INCLUSIONS WITH MIXTURES OF COMPOSITE AND PARALLEL-SUM TYPE MONOTONE OPERATORS [J].
Bot, Radu Ioan ;
Hendrich, Christopher .
SIAM JOURNAL ON OPTIMIZATION, 2013, 23 (04) :2541-2565
[8]   A PRIMAL-DUAL SPLITTING ALGORITHM FOR FINDING ZEROS OF SUMS OF MAXIMAL MONOTONE OPERATORS [J].
Bot, Radu Ioan ;
Csetnek, Erno Robert ;
Heinrich, Andre .
SIAM JOURNAL ON OPTIMIZATION, 2013, 23 (04) :2011-2036
[9]   The Subgradient Extragradient Method for Solving Variational Inequalities in Hilbert Space [J].
Censor, Y. ;
Gibali, A. ;
Reich, S. .
JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 2011, 148 (02) :318-335
[10]   Strong convergence of subgradient extragradient methods for the variational inequality problem in Hilbert space [J].
Censor, Yair ;
Gibali, Aviv ;
Reich, Simeon .
OPTIMIZATION METHODS & SOFTWARE, 2011, 26 (4-5) :827-845