Yihan Huang

Learning to Handle Constrained Routing Problems From a Decoupling Perspective

Neural Combinatorial Optimization (NCO) has emerged as a promising paradigm for solving Vehicle Routing Problems (VRPs), offering a compelling alternative to traditional heuristics. However, extending NCO to VRPs with complex constraints remains a significant challenge, as existing methods largely rely on hand-crafted...