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A Fast Fixed-Point Algorithm for Convex Minimization Problems and Its Application in Image Restoration Problems

Panadda Thongpaen and Rattanakorn Wattanataweekul
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Panadda Thongpaen: Department of Mathematics, Faculty of Science, Chiang Mai University, Chiang Mai 50200, Thailand
Rattanakorn Wattanataweekul: Department of Mathematics, Statistics and Computer, Faculty of Science, Ubon Ratchathani University, Ubon Ratchathani 34190, Thailand

Mathematics, 2021, vol. 9, issue 20, 1-13

Abstract: In this paper, we introduce a new iterative method using an inertial technique for approximating a common fixed point of an infinite family of nonexpansive mappings in a Hilbert space. The proposed method’s weak convergence theorem was established under some suitable conditions. Furthermore, we applied our main results to solve convex minimization problems and image restoration problems.

Keywords: common fixed points; Hilbert spaces; nonexpansive mappings; weak convergence (search for similar items in EconPapers)
JEL-codes: C (search for similar items in EconPapers)
Date: 2021
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