Yuming Deng

Generalize Learned Heuristics to Solve Large-scale Vehicle Routing Problems in Real-time

Large-scale Vehicle Routing Problems (VRPs) are widely used in logistics, transportation, supply chain, and robotic systems. Recently, data-driven VRP heuristics are proposed to generate real-time VRP solutions with up to 100 nodes. Despite this progress, current heuristics for large-scale VRPs stil…