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math.OC2022
A primal-dual majorization-minimization method for large-scale linear programs
Xin-Wei Liu, Yu-Hong Dai, Ya-Kui Huang
We present a primal-dual majorization-minimization method for solving large-scale linear programs. A smooth barrier augmented Lagrangian (SBAL) function with strict convexity for t…
math.OC2019★ 4 cited
Geometric Convergence for Distributed Optimization with Barzilai-Borwein Step Sizes
Juan Gao, Xinwei Liu, Yu-Hong Dai +2
We consider a distributed multi-agent optimization problem over a time-invariant undirected graph, where each agent possesses a local objective function and all agents collaborativ…