Imitation improvement learning for large-scale capacitated vehicle routing problems
Recent works using deep reinforcement learning (RL) to solve routing problems such as the capacitated vehicle routing problem (CVRP) have focused on improvement learning-based methods, which involve improving a given solution until it becomes near-optimal. Although adequate solutions can be achieved...
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Format: | text |
Language: | English |
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Institutional Knowledge at Singapore Management University
2023
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Online Access: | https://ink.library.smu.edu.sg/sis_research/8025 https://ink.library.smu.edu.sg/context/sis_research/article/9028/viewcontent/main__2_.pdf |
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Institution: | Singapore Management University |
Language: | English |
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