A new strong convergence for solving split variational inclusion problems

Authors: Duong Viet Thong, Vũ Tiến Dũng, Cho Je Yeol, Dương Viết Thông,

https://doi.org/10.1007/s11075-020-00901-0

Publisher, magazine: ,

Publication year: 2020

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Abstract

The purpose of this article is to propose an algorithm for finding an approximate solution of a split variational inclusion problem for monotone operators. By using inertial method, we get a new and simple algorithm for such a problem. Under standard assumptions, we study the strong convergence theorem of the proposed algorithm. As application, we study the split feasibility problem in real Hilbert spaces. Finally, for supporting the convergence of the proposed algorithm, we also consider several preliminary numerical experiments for solving signal recovery by compressed sensing.

Tags: Inertial method, Contraction method, Split feasibility problem, Signal recovery