Cross-problem learning for solving vehicle routing problems

Cross-problem learning for solving vehicle routing problems

Existing neural heuristics often train a deep architecture from scratch for each specific vehicle routing problem (VRP), ignoring the transferable knowledge across different VRP variants. This paper proposes the cross-problem learning to assist heuristics training for different downstream VRP varian...

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Bibliographic Details
Main Authors: LIN, Zhuoyi, WU, Yaoxin, ZHOU, Bangjian, CAO, Zhiguang, SONG, Wen, ZHANG, Yingqian, JAYAVELU, Senthilnath
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2024
Subjects:
Artificial Intelligence and Robotics
Online Access:https://ink.library.smu.edu.sg/sis_research/9330
https://ink.library.smu.edu.sg/context/sis_research/article/10330/viewcontent/2404.11677v3.pdf
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/sis_research/9330
https://ink.library.smu.edu.sg/context/sis_research/article/10330/viewcontent/2404.11677v3.pdf

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