ReEvo: Large language models as hyper-heuristics with reflective evolution
The omnipresence of NP-hard combinatorial optimization problems (COPs) compels domain experts to engage in trial-and-error heuristic design process. The long-standing endeavor of design automation has gained new momentum with the rise of large language models (LLMs). This paper introduces Language H...
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Main Authors: | YE, Haoran, WANG, Jiarui, CAO, Zhiguang, BERTO, Federico, HUA, Chuanbo, KIM, Haeyeon, PARK, Jinkyoo, SONG, Guojie |
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Format: | text |
Language: | English |
Published: |
Institutional Knowledge at Singapore Management University
2024
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Online Access: | https://ink.library.smu.edu.sg/sis_research/9815 https://ink.library.smu.edu.sg/context/sis_research/article/10815/viewcontent/2402.01145v3.pdf |
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Institution: | Singapore Management University |
Language: | English |
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