1 code implementation • 2 Feb 2024 • Haoran Ye, Jiarui Wang, Zhiguang Cao, Guojie Song
The omnipresence of NP-hard combinatorial optimization problems (COPs) compels domain experts to engage in trial-and-error heuristic design process.
1 code implementation • 13 Dec 2023 • Haoran Ye, Jiarui Wang, Helan Liang, Zhiguang Cao, Yong Li, Fanzhang Li
The recent end-to-end neural solvers have shown promise for small-scale routing problems but suffered from limited real-time scaling-up performance.
1 code implementation • NeurIPS 2023 • Haoran Ye, Jiarui Wang, Zhiguang Cao, Helan Liang, Yong Li
As a Neural Combinatorial Optimization method, DeepACO performs better than or on par with problem-specific methods on canonical routing problems.