On inertial proximal algorithm for split variational inclusion problems. (3rd October 2018)

• Record Type: Journal Article
• Authors: Majee, Prashanta; Nahak, Chandal
• Is Part Of: Optimization. Volume 67:Number 10(2018)
• Page Start: 1701
• Page End: 1716
• Publication Date: 2018-10-03
• Subjects: Split variational inclusion problem -- inertial method -- weak convergence -- resolvent mapping -- fixed-point problem; Mathematical optimization -- Periodicals; 519.7
• DOI: 10.1080/02331934.2018.1486838
• Languages: English
• ISSNs: 0233-1934

Abstract

ABSTRACT: In this paper, a hybrid proximal algorithm with inertial effect is introduced to solve a split variational inclusion problem in real Hilbert spaces. Under mild conditions on the parameters, we establish weak convergence results for the proposed algorithm. Unlike the earlier iterative methods, we do not impose any conditions on the sequence generated by the proposed algorithm. Also, we extend our results to find a common solution of a split variational inclusion problem and a fixed-point problem. Finally, some numerical examples are given to discuss the convergence and superiority of the proposed iterative methods.