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math.OC2019
Inexact Primal-Dual Gradient Projection Methods for Nonlinear Optimization on Convex Set
Fan Zhang, Hao Wang, Jiashan Wang +1
In this paper, we propose a novel primal-dual inexact gradient projection method for nonlinear optimization problems with convex-set constraint. This method only needs inexact comp…
math.OC2018
An Inexact First-order Method for Constrained Nonlinear Optimization
Hao Wang, Fan Zhang, Jiashan Wang +1
The primary focus of this paper is on designing an inexact first-order algorithm for solving constrained nonlinear optimization problems. By controlling the inexactness of the subp…