Instance-Conditioned Adaptation for Large-scale Generalization of Neural Combinatorial Optimization

3 May 2024

Papers citing "Instance-Conditioned Adaptation for Large-scale Generalization of Neural Combinatorial Optimization"

8 / 8 papers shown

Title
Neural Combinatorial Optimization for Real-World Routing Jiwoo Son Zhikai Zhao Federico Berto Chuanbo Hua C. Kwon J. Park 59 1 0 20 Mar 2025
L2R: Learning to Reduce Search Space for Generalizable Neural Routing Solver Changliang Zhou Xi Victoria Lin Zhenkun Wang Qingfu Zhang 84 0 0 05 Mar 2025
Rethinking Light Decoder-based Solvers for Vehicle Routing Problems Ziwei Huang Jianan Zhou Zhiguang Cao Yixin Xu 31 1 0 02 Mar 2025
Neural Solver Selection for Combinatorial Optimization Chengrui Gao Haopu Shang Ke Xue Chao Qian 23 0 0 13 Oct 2024
Distance-aware Attention Reshaping: Enhance Generalization of Neural Solver for Large-scale Vehicle Routing Problems Yang Wang Ya-Hui Jia Wei-neng Chen Yi Mei 36 9 0 13 Jan 2024
Sym-NCO: Leveraging Symmetricity for Neural Combinatorial Optimization Minsu Kim Junyoung Park Jinkyoo Park 76 78 0 26 May 2022
An Overview and Experimental Study of Learning-based Optimization Algorithms for Vehicle Routing Problem Bingjie Li Guohua Wu Yongming He Mingfeng Fan Witold Pedrycz 64 67 0 15 Jul 2021
Neural Combinatorial Optimization with Reinforcement Learning Irwan Bello Hieu H. Pham Quoc V. Le Mohammad Norouzi Samy Bengio 71 1,450 0 29 Nov 2016