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math.OC2022★ 1 cited
Improving Primal Heuristics for Mixed Integer Programming Problems based on Problem Reduction: A Learning-based Approach
Lingying Huang, Xiaomeng Chen, Wei Huo +4
In this paper, we propose a Bi-layer Predictionbased Reduction Branch (BP-RB) framework to speed up the process of finding a high-quality feasible solution for Mixed Integer Progra…
math.OC2021
Simplex Initialization: A Survey of Techniques and Trends
Mengyu Huang, Yuxing Zhong, Huiwen Yang +4
The simplex method is one of the most fundamental technologies for solving linear programming (LP) problems and has been widely applied to different practical applications. In the…