UCPO: A Universal Constrained Combinatorial Optimization Method via Preference Optimization

Zhanhong Fang, Debing Wang, Jinbiao Chen +2

Neural solvers have demonstrated remarkable success in combinatorial optimization, often surpassing traditional heuristics in speed, solution quality, and generalization. However,…