27 citations · 30 across the 2 of their papers we have counts for
2 papers
eess.SY2022★ 27 cited
Learning to Solve Optimization Problems with Hard Linear Constraints
Meiyi Li, Soheil Kolouri, Javad Mohammadi
Constrained optimization problems appear in a wide variety of challenging real-world problems, where constraints often capture the physics of the underlying system. Classic methods…
cs.LG2022★ 3 cited
Teaching Networks to Solve Optimization Problems
Xinran Liu, Yuzhe Lu, Ali Abbasi +3
Leveraging machine learning to facilitate the optimization process is an emerging field that holds the promise to bypass the fundamental computational bottleneck caused by classic…