Learning improvement heuristics for solving routing problems

Recent studies in using deep learning to solve routing problems focus on construction heuristics, the solutions of which are still far from optimality. Improvement heuristics have great potential to narrow this gap by iteratively refining a solution. However, classic improvement heuristics are all g...

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Main Authors: WU, Yaoxin, SONG, Wen, CAO, Zhiguang, ZHANG, Jie, LIM, Andrew
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語言:English
出版: Institutional Knowledge at Singapore Management University 2022
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在線閱讀:https://ink.library.smu.edu.sg/sis_research/8129
https://ink.library.smu.edu.sg/context/sis_research/article/9132/viewcontent/1912.05784.pdf
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機構: Singapore Management University
語言: English