MVMoE: Multi-task vehicle routing solver with mixture-of-experts

Learning to solve vehicle routing problems (VRPs) has garnered much attention. However, most neural solvers are only structured and trained independently on a specific problem, making them less generic and practical. In this paper, we aim to develop a unified neural solver that can cope with a range...

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Main Authors: ZHOU, Jianan, CAO, Zhiguang, WU, Yaoxin, SONG, Wen, MA, Yining, ZHANG, Jie, XU, Chi
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2024
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Online Access:https://ink.library.smu.edu.sg/sis_research/9333
https://ink.library.smu.edu.sg/context/sis_research/article/10333/viewcontent/2405.01029v2.pdf
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Institution: Singapore Management University
Language: English