1. An extragradient method for solving split feasibility and fixed point problems
- Author
-
Qamrul Hasan Ansari, Jen-Chih Yao, and Lu-Chuan Ceng
- Subjects
Discrete mathematics ,Weak convergence ,Iterative method ,Averaged mappings ,Hilbert space ,Solution set ,Fixed point ,Maximal monotone mappings ,Regularization (mathematics) ,Computational Mathematics ,symbols.namesake ,Monotone polygon ,Computational Theory and Mathematics ,Modelling and Simulation ,Modeling and Simulation ,Regularization ,symbols ,Split feasibility problems ,Common element ,Extragradient method ,Fixed point problems ,Mathematics - Abstract
The purpose of this paper is to introduce and analyze an extragradient method with regularization for finding a common element of the solution set @C of the split feasibility problem and the set Fix(S) of fixed points of a nonexpansive mapping S in the setting of infinite-dimensional Hilbert spaces. Combining the regularization method and the extragradient method due to Nadezhkina and Takahashi [N. Nadezhkina, W. Takahashi, Weak convergence theorem by an extragradient method for nonexpansive mappings and monotone mappings, J. Optim. Theory Appl. 128 (2006) 191-201], we propose an iterative algorithm for finding an element of Fix(S)@[email protected] We prove that the sequences generated by the proposed algorithm converge weakly to an element of Fix(S)@[email protected] under mild conditions.
- Published
- 2012