2 papers
cs.LG2025
ARC: Leveraging Compositional Representations for Cross-Problem Learning on VRPs
Han-Seul Jeong, Youngjoon Park, Hyungseok Song +1
Vehicle Routing Problems (VRPs) with diverse real-world attributes have driven recent interest in cross-problem learning approaches that efficiently generalize across problem varia…
cs.AI2024
Unsupervised Training of Diffusion Models for Feasible Solution Generation in Neural Combinatorial Optimization
Seong-Hyun Hong, Hyun-Sung Kim, Zian Jang +3
Recent advancements in neural combinatorial optimization (NCO) methods have shown promising results in generating near-optimal solutions without the need for expert-crafted heurist…