Proximal-type algorithms for split minimization problem in P-uniformly convex metric spaces
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Date
Authors
Izuchukwu, C.
Ugwunnadi, G.C.
Mewomo, Oluwatosin Tope
Khan, A.R.
Abbas, Mujahid
Journal Title
Journal ISSN
Volume Title
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.