New iterative algorithms for solving split variational inclusions

Soumitra Dey (), Chinedu Izuchukwu (), Adeolu Taiwo () and Simeon Reich ()
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Soumitra Dey: The Technion- Israel Institute of Technology
Chinedu Izuchukwu: University of the Witwatersrand
Adeolu Taiwo: The Technion- Israel Institute of Technology
Simeon Reich: The Technion- Israel Institute of Technology

Journal of Global Optimization, 2025, vol. 91, issue 3, No 7, 587-609

Abstract: Abstract In this paper we study a class of split variational inclusion (SVI) and regularized split variational inclusion (RSVI) problems in real Hilbert spaces. We discuss various analytical properties of the net generated by the RSVI and establish the existence and uniqueness of the solution to the RSVI. Using analytical properties of this net and under certain assumptions on the parameters and mappings associated with the SVI, we establish the strong convergence of the sequence generated by our proposed iterative algorithm. We also deduce another iterative algorithm by taking the regularization parameters to be zero in our proposed algorithm. We establish the weak convergence of the sequence generated by our new algorithm under certain assumptions. Moreover, we discuss two special cases of the SVI, namely the split convex minimization and the split variational inequality problems, and give several numerical examples.

Keywords: Variational inclusion; Split variational inclusion; Iterative method; Regularization; Monotonicity; 65K15; 65Y05; 47H05; 49J53; 47H10 (search for similar items in EconPapers)
Date: 2025
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DOI: 10.1007/s10898-024-01444-7

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