A scalable learning approach for the capacitated vehicle routing problem

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James Fitzpatrick, Deepak Ajwani, Paula Carroll

Published: 01 Jan 2024, Last Modified: 13 Aug 2025Comput. Oper. Res. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•We develop a learning approach that provides high-quality solutions for CVRPs•Our learning approach solves large CVRP problem instances in reasonable time•Our approach generalises well to other vehicle routing problems, such as green VRPs