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math.OC2024
Three-Operator Splitting Method with Two-Step Inertial Extrapolation
Olaniyi S. Iyiola, Lateef O. Jolaoso, Yekini Shehu
The aim of this paper is to study the weak convergence analysis of sequence of iterates generated by a three-operator splitting method of Davis and Yin incorporated with two-step i…
math.OC2024
New Douglas-Rashford Splitting Algorithms for Generalized DC Programming with Applications in Machine Learning
Yonghong Yao, Lateef O. Jolaoso, Yekini Shehu +1
In this work, we propose some new Douglas-Rashford splitting algorithms for solving a class of generalized DC (difference of convex functions) in real Hilbert spaces. The proposed…
math.OC2024
Linear Convergence Results for Inertial Type Projection Algorithm for Quasi-Variational Inequalities
Yonghong Yao, Lateef O. Jolaoso, Yekini Shehu
Many recently proposed gradient projection algorithms with inertial extrapolation step for solving quasi-variational inequalities in Hilbert spaces are proven to be strongly conver…