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math.OC2022
A Variable Metric and Nesterov Extrapolated Proximal DCA with Backtracking for A Composite DC Program
Yu You, Yi-Shuai Niu
In this paper, we consider a composite difference-of-convex (DC) program, whose objective function is the sum of a smooth convex function with Lipschitz continuous gradient, a prop…
math.OC2021
A Difference-of-Convex Cutting Plane Algorithm for Mixed-Binary Linear Program
Yi-Shuai Niu, Yu You
In this paper, we propose a cutting plane algorithm based on DC (Difference-of-Convex) programming and DC cut for globally solving Mixed-Binary Linear Program (MBLP). We first use…
math.OC2020
PGA-based Predictor-Corrector Algorithms for Monotone Generalized Variational Inequality
Yu You
In this paper, we consider the monotone generalized variational inequality (MGVI) where the monotone operator is Lipschitz continuous. Inspired by the extragradient method and the…