Iterative methods for generalized split feasibility problems in Hilbert spaces

W Takahashi, HK Xu, JC Yao - Set-Valued and Variational Analysis, 2015 - Springer
Generalized split feasibility problems governed by generalized hybrid mappings are studied
via iterative methods. Several algorithms are introduced to solve them. In particular, weak …

Convergence results of forward-backward algorithms for sum of monotone operators in Banach spaces

Y Shehu - Results in Mathematics, 2019 - Springer
It is well known that many problems in image recovery, signal processing, and machine
learning can be modeled as finding zeros of the sum of maximal monotone and Lipschitz …

Convergence results of forward–backward method for a zero of the sum of maximally monotone mappings in Banach spaces

GB Wega, H Zegeye - Computational and Applied Mathematics, 2020 - Springer
The purpose of this paper is to study a forward–backward algorithm for approximating a zero
of the sum of maximally monotone mappings in the setting of Banach spaces. Under some …

Strong convergence of the forward–backward splitting method with multiple parameters in Hilbert spaces

Y Wang, F Wang - Optimization, 2018 - Taylor & Francis
Many problems arising from machine learning, signal & image recovery, and compressed
sensing can be casted into a monotone inclusion problem for finding a zero of the sum of …

Weak convergence theorem for zero points of inverse strongly monotone mapping and fixed points of nonexpansive mapping in Hilbert space

M Tian, BN Jiang - Optimization, 2017 - Taylor & Francis
We know that variational inequality problem is very important in the nonlinear analysis. For a
variational inequality problem defined over a nonempty fixed point set of a nonexpansive …

Mathematical programming with multiple sets split monotone variational inclusion constraints

ZT Yu, LJ Lin, CS Chuang - Fixed Point Theory and Applications, 2014 - Springer
In this paper, we first study a hierarchical problem of Baillon's type, and we study a strong
convergence theorem of this problem. For the special case of this convergence theorem, we …

Dual variable inertial accelerated algorithm for split system of null point equality problems

AG Gebrie - Numerical Functional Analysis and Optimization, 2021 - Taylor & Francis
In this paper, we introduce a novel dual variable algorithm accelerated via inertial
extrapolation for solving the generalized split inverse problem given as a task of finding the …

System of N fixed point operator equations with N-pseudo-contractive mapping in reflexive Banach spaces.

J Guan, Y Tang, Y Xu, Y Su - Journal of Nonlinear Sciences …, 2017 - search.ebscohost.com
The purpose of this paper is to study the problem of the system of N fixed point operator
equations with N-variables pseudo-contractive mapping. Firstly, the concept of N-variables …

Strong convergence of viscosity forward-backward algorithm to the sum of two accretive operators in Banach space

Y Wang, F Wang, H Zhang - Optimization, 2021 - Taylor & Francis
In recent years, the Forward-Backward algorithm (FBA) received much attention due to its
various applications in image recovery, signal processing, and machine learning. In this …

A Method of approximation for a zero of the sum of maximally monotone mappings in Hilbert spaces

GB Wega, H Zegeye - Arab Journal of Mathematical Sciences, 2021 - emerald.com
Our purpose of this study is to construct an algorithm for finding a zero of the sum of two
maximally monotone mappings in Hilbert spaces and discus its convergence. The …