Strong convergence of inertial algorithms for solving equilibrium problems

Authors: Đặng Văn Hiếu, Aviv Gibali,

https://doi.org/10.1007/s11590-019-01479-w

Publisher, magazine: ,

Publication year: 2020

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Abstract

In this paper, we introduce several inertial-like algorithms for solving equilibrium problems (EP) in real Hilbert spaces. The algorithms are constructed using the resolvent of the EP associated bifunction and combines the inertial and the Mann-type technique. Under mild and standard conditions imposed on the cost bifunction and control parameters strong convergence of the algorithms is established. We present several numerical examples to illustrate the behavior of our schemes and emphasize their convergence advantages compared with some related methods.

Tags: Proximal point algorithm; Inertial-like algorithm; Monotone bifunction