On the contraction‐proximal point algorithms with multi‐parameters

On the contraction‐proximal point algorithms with multi‐parameters

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Article ID: iaor20126408
Volume: 54
Issue: 3
Start Page Number: 485
End Page Number: 491
Publication Date: Nov 2012
Journal: Journal of Global Optimization
Authors: ,
Keywords: contracting, proximal point algorithm
Abstract:

In this paper we consider the contraction‐proximal point algorithm: x n + 1 = α nu + λ n x n + γ n J β n x n , equ1 where J β n equ2denotes the resolvent of a monotone operator A. Under the assumption that lim n α n = 0, Σ n α n = ∞, lim inf n β n > 0, and lim inf n γ n > 0, we prove the strong convergence of the iterates as well as its inexact version. As a result we improve and recover some recent results by Boikanyo and Morosanu.

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