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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| المؤلفون الرئيسيون: | , , , , , |
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| التنسيق: | text |
| اللغة: | English |
| منشور في: |
Institutional Knowledge at Singapore Management University
2024
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| الموضوعات: | |
| الوصول للمادة أونلاين: | 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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| المؤسسة: | Singapore Management University |
| اللغة: | English |