Showing math.OCShow all
2 papers · 1 filter
math.OC2025
LMask: Learn to Solve Constrained Routing Problems with Lazy Masking
Tianyou Li, Haijun Zou, Jiayuan Wu +1
Routing problems are canonical combinatorial optimization tasks with wide-ranging applications in logistics, transportation, and supply chain management. However, solving these pro…
math.OC2023
Monte Carlo Policy Gradient Method for Binary Optimization
Cheng Chen, Ruitao Chen, Tianyou Li +2
Binary optimization has a wide range of applications in combinatorial optimization problems such as MaxCut, MIMO detection, and MaxSAT. However, these problems are typically NP-har…