Multi-view graph contrastive learning for solving vehicle routing problems

Recently, neural heuristics based on deep learning have reported encouraging results for solving vehicle routing problems (VRPs), especially on independent and identically distributed (i.i.d.) instances, e.g. uniform. However, in the presence of a distribution shift for the testing instances, their...

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Bibliographic Details
Main Authors: JIANG, Yuan, CAO, Zhiguang, WU, Yaoxin, 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/8166
https://ink.library.smu.edu.sg/context/sis_research/article/9169/viewcontent/227_multi_view_graph_contrastive_l.pdf
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Institution: Singapore Management University
Language: English