7 citations · 17 across the 13 of their papers we have counts for
3 papers · 1 filter
An Optimization Method-Assisted Ensemble Deep Reinforcement Learning Algorithm to Solve Unit Commitment Problems
Jingtao Qin, Yuanqi Gao, Mikhail Bragin +1
Unit commitment (UC) is a fundamental problem in the day-ahead electricity market, and it is critical to solve UC problems efficiently. Mathematical optimization techniques like dy…
Toward Robust Manufacturing Scheduling: Stochastic Job-Shop Scheduling
Mikhail A. Bragin, Matthew E. Wilhelm, Nanpeng Yu +1
Manufacturing plays a significant role in economic development, production, exports, and job creation, which ultimately contribute to improving the quality of life. The presence of…
Surrogate "Level-Based" Lagrangian Relaxation for Mixed-Integer Linear Programming
Mikhail A. Bragin, Emily L. Tucker
Mixed-Integer Linear Programming (MILP) plays an important role across a range of scientific disciplines and within areas of strategic importance to society. The MILP problems, how…