Neural combinatorial optimization: from routing to integer programming

بواسطة Wu, Yaoxin
منشور في 2022

Learning to solve routing problems via distributionally robust optimization

بواسطة YUAN, Jiang, WU, Yaoxin, CAO, Zhiguang
منشور في 2022

Multi-view graph contrastive learning for solving vehicle routing problems

بواسطة JIANG, Yuan, CAO, Zhiguang, WU, Yaoxin, ZHANG, Jie
منشور في 2023

Learning large neighborhood search policy for integer programming

بواسطة WU, Yaoxin, SONG, Wen, CAO, Zhiguang, ZHANG, Jie
منشور في 2021

Learning scenario representation for solving two-stage stochastic integer programs

بواسطة WU, Yaoxin, SONG, Wen, CAO, Zhiguang, ZHANG, Jie
منشور في 2022

Solving two-stage stochastic integer programs via representation learning

بواسطة WU, Yaoxin, CAO, Zhiguang, SONG, Wen, ZHANG, Yingqian
منشور في 2025

NASPY: automated extraction of automated machine learning models

بواسطة Lou, Xiaoxuan, Guo, Shangwei, Li, Jiwei, Wu, Yaoxin, Zhang, Tianwei
منشور في 2023

Learning improvement heuristics for solving routing problems

بواسطة WU, Yaoxin, SONG, Wen, CAO, Zhiguang, ZHANG, Jie, LIM, Andrew
منشور في 2022

Towards omni-generalizable neural methods for vehicle routing problems

بواسطة ZHOU, Jianan, WU, Yaoxin, SONG, Wen, CAO, Zhiguang, ZHANG, Jie
منشور في 2023

Instance-specific algorithm configuration via unsupervised deep graph clustering

بواسطة SONG, Wen, LIU, Yi, CAO, Zhiguang, WU, Yaoxin, LI, Qiqiang
منشور في 2023

Ensemble-based deep reinforcement learning for vehicle routing problems under distribution shift

بواسطة JIANG, Yuan, CAO, Zhiguang, WU, Yaoxin, SONG, Wen, ZHANG, Jie
منشور في 2023

Deep reinforcement learning guided improvement heuristic for job shop scheduling

بواسطة ZHANG, Cong, CAO, Zhiguang, SONG, Wen, WU, Yaoxin, ZHANG, Jie
منشور في 2024

Learning topological representations with bidirectional graph attention network for solving job shop scheduling problem

بواسطة ZHANG, Cong, CAO, Zhiguang, WU, Yaoxin, SONG, Wen, SUN, Jing
منشور في 2024

Deep reinforcement learning for solving vehicle routing problems with backhauls

بواسطة WANG, Conghui, CAO, Zhiguang, WU, Yaoxin, TENG, Long, WU, Guohua
منشور في 2024

Multi-type attention for solving multi-depot vehicle routing problems

بواسطة LI, Jinqi, DAI, Bing Tian, NIU, Yunyun, XIAO, Jianhua, WU, Yaoxin
منشور في 2024

Learning large neighborhood search for vehicle routing in airport ground handling

بواسطة ZHOU, Jianan, WU, Yaoxin, CAO, Zhiguang, SONG, Wen, ZHANG, Jie, CHEN, Zhenghua
منشور في 2023

Graph learning assisted multi-objective integer programming

بواسطة WU, Yaoxin, SONG, Wen, CAO, Zhiguang, ZHANG, Jie, GUPTA, Abhishek, LIN, Mingyan
منشور في 2022

Neural airport ground handling

بواسطة WU, Yaoxin, ZHOU, Jianan, XIA, Yunwen, ZHANG, Xianli, CAO, Zhiguang, ZHANG, Jie
منشور في 2023

Collaborative deep reinforcement learning for solving multi-objective vehicle routing problems

بواسطة WU, Yaoxin, FAN, Mingfeng, CAO, Zhiguang, GAO, Ruobin, HOU, Yaqing, SARTORETTI, Guillaume
منشور في 2024

Collaboration! Towards robust neural methods for routing problems

بواسطة ZHOU, Jianan, WU, Yaoxin, CAO, Zhiguang, SONG, Wen, ZHANG, Jie, SHEN, Zhiqi
منشور في 2024