A Novel Integer Linear Programming Formulation for Job-Shop Scheduling Problems A Liu, P Luh, B Yan, M Bragin IEEE Robotics and Automation Letters 6 (3), 9537-9544, 2021 | 26 | 2021 |
Integrating machine learning and mathematical optimization for job shop scheduling A Liu, PB Luh, K Sun, MA Bragin, B Yan IEEE Transactions on Automation Science and Engineering 21 (3), 4829-4850, 2023 | 22 | 2023 |
Ordinal-Optimization Concept Enabled Decomposition and Coordination of Mixed-Integer Linear Programming Problems AB Liu, PB Luh, MA Bragin, B Yan IEEE Robotics and Automation Letters 5 (4), 5051-5058, 2020 | 17 | 2020 |
Accelerating Level-Value Adjustment for the Polyak Stepsize A Liu, MA Bragin, X Chen, X Guan arXiv preprint arXiv:2311.18255, 2023 | 2 | 2023 |
A Reinforcement Learning Embedded Surrogate Lagrangian Relaxation Method for Fast Solving Unit Commitment Problems Y Zhu, G Cui, A Liu, QS Jia, X Guan, Q Zhai, Q Guo, X Guo IEEE Transactions on Power Systems, 2025 | 1 | 2025 |
Integrated Offline and Online Learning to Solve a Large Class of Scheduling Problems A Liu, ZL Chen, J Jiang, X Chen arXiv preprint arXiv:2501.04253, 2025 | | 2025 |