Inertial extragradient method via viscosity approximation approach for solving equilibrium problem in Hilbert space

被引:64
作者
Jolaoso, L. O. [1 ,2 ]
Alakoya, T. O. [1 ]
Taiwo, A. [1 ]
Mewomo, O. T. [1 ]
机构
[1] Univ KwaZulu Natal, Sch Math Stat & Comp Sci, Johannesburg, South Africa
[2] DST NRF Ctr Excellence Math & Stat Sci CoE MaSS, Johannesburg, South Africa
基金
新加坡国家研究基金会;
关键词
Pseudo-monotone; bifunction; inertial algorithm; extragradient method; fixed point; equilibrium problem; viscosity approximation; numerical result; FORWARD-BACKWARD ALGORITHM; FIXED-POINT SET; KY FAN INEQUALITIES; VARIATIONAL-INEQUALITIES; STRONG-CONVERGENCE; NONEXPANSIVE-MAPPINGS; OPTIMIZATION;
D O I
10.1080/02331934.2020.1716752
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
In this paper, we propose a new viscosity type inertial extragradient method with Armijo line-search technique for approximating a common solution of equilibrium problem with pseudo-monotone bifunction and fixed points of relatively nonexpansive mapping in a real Hilbert space. Two advantages of our algorithm are that its convergence does not require the bifunction to satisfy any Lipschitz-type condition and only one strongly convex program and one projection onto the feasible set are perform at each iteration. Under some mild conditions on the control sequences, we state and prove a strong convergence theorem and also present two numerical examples to illustrate the performance of our algorithm. The results in this paper improve and generalize many recent results in this direction in the literature.
引用
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页码:387 / 412
页数:26
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