Towards omni-generalizable neural methods for vehicle routing problems

Learning heuristics for vehicle routing problems (VRPs) has gained much attention due to the less reliance on hand-crafted rules. However, existing methods are typically trained and tested on the same task with a fixed size and distribution (of nodes), and hence suffer from limited generalization pe...

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Bibliographic Details
Main Authors: ZHOU, Jianan, WU, Yaoxin, SONG, Wen, CAO, Zhiguang, ZHANG, Jie
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2023
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Online Access:https://ink.library.smu.edu.sg/sis_research/8165
https://ink.library.smu.edu.sg/context/sis_research/article/9168/viewcontent/Towards_omni_generalizable_neural_methods_for_vehicle_routing_problems__1_.pdf
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Institution: Singapore Management University
Language: English