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Operations Research, Systems Engineering and Industrial Engineering Commons

Open Access. Powered by Scholars. Published by Universities.®

2016

SelectedWorks

Proximal-gradient methods

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Full-Text Articles in Operations Research, Systems Engineering and Industrial Engineering

On Convergence Analysis Of Dual Proximal-Gradient Methods With Approximate Gradient For A Class Of Nonsmooth Convex Minimization Problems, Sanming Liu, Zhijie Wang, Chongyang Liu Jan 2016

On Convergence Analysis Of Dual Proximal-Gradient Methods With Approximate Gradient For A Class Of Nonsmooth Convex Minimization Problems, Sanming Liu, Zhijie Wang, Chongyang Liu

Chongyang Liu

In this paper, we consider the problem of minimizing a nonsmooth convex objective which is the sum of a proper, nonsmooth, closed, strongly convex extend real-valued function with a proper, nonsmooth, closed, convex extend real-valued function.