Collaboration! Towards robust neural methods for routing problems
Despite enjoying desirable efficiency and reduced reliance on domain expertise, existing neural methods for vehicle routing problems (VRPs) suffer from severe robustness issues – their performance significantly deteriorates on clean instances with crafted perturbations. To enhance robustness, we pro...
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| Main Authors: | , , , , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2024
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/9813 https://ink.library.smu.edu.sg/context/sis_research/article/10813/viewcontent/2410.04968v1.pdf |
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| Institution: | Singapore Management University |
| Language: | English |