DeepACO: neural-enhanced ant systems for combinatorial optimization
Ant Colony Optimization (ACO) is a meta-heuristic algorithm that has been successfully applied to various Combinatorial Optimization Problems (COPs). Traditionally, customizing ACO for a specific problem requires the expert design of knowledge-driven heuristics. In this paper, we propose DeepACO, a...
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| Main Authors: | , , , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2023
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| Online Access: | https://ink.library.smu.edu.sg/sis_research/8401 https://ink.library.smu.edu.sg/context/sis_research/article/9404/viewcontent/2309.14032.pdf |
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| Institution: | Singapore Management University |
| Language: | English |