https://openreview.net/forum?id=wuMfyxNKJi&referrer=%5Bthe%20profile%20of%20Zhiguang%20Cao%5D(%2Fprofile%3Fid%3D~Zhiguang_Cao1)
Deep Reinforcement Learning for Solving Vehicle Routing Problems With Backhauls | OpenReview
The vehicle routing problem with backhauls (VRPBs) is a challenging problem commonly studied in computer science and operations research. Featured by linehaul...
deep reinforcement learningvehicle routing problemssolving
https://www.sintef.no/en/publications/publication/0198cc7c689c-c742fa8c-79c2-4e08-bfd9-783d375fded6/
Heuristic Strategies for Solving Large-Scale Vehicle Routing Problems - SINTEF
vehicle routing problemslarge scaleheuristicstrategiessolving
https://openreview.net/forum?id=bCmEP1Ltwq
Neural Deconstruction Search for Vehicle Routing Problems | OpenReview
Autoregressive construction approaches generate solutions to vehicle routing problems in a step-by-step fashion, leading to high-quality solutions that are...
vehicle routing problemssearch forneuraldeconstructionopenreview
https://deepai.org/publication/learning-to-solve-vehicle-routing-problems-a-survey
Learning to Solve Vehicle Routing Problems: A Survey | DeepAI
May 5, 2022 - 05/05/22 - This paper provides a systematic overview of machine learning methods applied to solve NP-hard Vehicle Routing Problems (VRPs). Re...
vehicle routing problemsa surveylearningsolvedeepai
https://openreview.net/forum?id=05qsEX7vT2&referrer=%5Bthe%20profile%20of%20Federico%20Berto%5D(%2Fprofile%3Fid%3D~Federico_Berto1)
CAMP: Collaborative Attention Model with Profiles for Vehicle Routing Problems | OpenReview
The profiled vehicle routing problem (PVRP) is a generalization of the heterogeneous capacitated vehicle routing problem (HCVRP) in which the objective is to...
vehicle routing problemscampcollaborativeattentionmodel
https://openreview.net/forum?id=Ktx95ZuRjP&referrer=%5Bthe%20profile%20of%20Jieyi%20Bi%5D(%2Fprofile%3Fid%3D~Jieyi_Bi1)
Learning to Handle Complex Constraints for Vehicle Routing Problems | OpenReview
Vehicle Routing Problems (VRPs) can model many real-world scenarios and often involve complex constraints. While recent neural methods excel in constructing...
vehicle routing problemslearninghandlecomplexconstraints
https://openreview.net/forum?id=TbTJJNjumY
Boosting Neural Combinatorial Optimization for Large-Scale Vehicle Routing Problems | OpenReview
Neural Combinatorial Optimization (NCO) methods have exhibited promising performance in solving Vehicle Routing Problems (VRPs). However, most NCO methods rely...
vehicle routing problemscombinatorial optimizationlarge scaleboostingneural
https://openreview.net/forum?id=PNiR7niK8O&referrer=%5Bthe%20profile%20of%20Zhiguang%20Cao%5D(%2Fprofile%3Fid%3D~Zhiguang_Cao1)
Adversarial Generative Flow Network for Solving Vehicle Routing Problems | OpenReview
Recent research into solving vehicle routing problems (VRPs) has gained significant traction, particularly through the application of deep (reinforcement)...
vehicle routing problemsflow networkadversarialgenerativesolving