Proximal-type algorithms for split minimization problem in P-uniformly convex metric spaces

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Authors

Izuchukwu, C.
Ugwunnadi, G.C.
Mewomo, Oluwatosin Tope
Khan, A.R.
Abbas, Mujahid

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Publisher

Springer

Abstract

In this paper, we study strong convergence of some proximal-type algorithms to a solution of split minimization problem in complete p-uniformly convex metric spaces. We also analyse asymptotic behaviour of the sequence generated by Halpern-type proximal point algorithm and extend it to approximate a common solution of a finite family of minimization problems in the setting of complete p-uniformly convex metric spaces. Furthermore, numerical experiments of our algorithms in comparison with other algorithms are given to show the applicability of our results.

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Keywords

Proximal-type algorithms, Split minimization problem, P-uniformly convex metric spaces, Asymptotic behaviour, Halpern-type proximal point algorithm

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Citation

Izuchukwu, C., Ugwunnadi, G.C., Mewomo, O.T. et al. Proximal-type algorithms for split minimization problem in P-uniformly convex metric spaces. Numerical Algorithms (2018). https://doi.org/10.1007/s11075-018-0633-9. NYP.