LEARNING-TO-SEARCH APPROACHES FOR VEHICLE ROUTING PROBLEMS USING DEEP REINFORCEMENT LEARNING

由 MA YINING
出版 2024

COUNTING LABELLED TREES

由 MA YINING
出版 2021

Learning to search feasible and infeasible regions of routing problems with flexible neural k-opt

由 MA, Yining, CAO, Zhiguang, CHEE, Yew Meng
出版 2023

Efficient neural collaborative search for pickup and delivery problems

由 KONG, Detian, MA, Yining, CAO, Zhiguang, YU, Tianshu, XIAO, Jianhua
出版 2024

Learning to iteratively solve routing problems with dual-aspect collaborative transformer

由 MA, Yining, LI, Jingwen, CAO, Zhiguang, SONG, Wen, ZHANG, Le, CHEN, Zhenghua, TANG, Jing
出版 2021

A review on learning to solve combinatorial optimisation problems in manufacturing

由 ZHANG, Cong, WU, Yaoxin, MA, Yining, SONG, Wen, LE, Zhang, CAO, Zhiguang, ZHANG, Jie
出版 2023

Deep reinforcement learning for solving the heterogeneous capacitated vehicle routing problem

由 LI, Jingwen, MA, Yining, GAO, Ruize, CAO, Zhiguang, LIM, Andrew, SONG, Wen, ZHANG, Jie
出版 2021

Neural multi-objective combinatorial optimization with diversity enhancement

由 CHEN, Jinbiao, ZHANG, Zizhen, CAO, Zhiguang, WU, Yaoxin, MA, Yining, YE, Te, WANG, Jiahai
出版 2023

A review on learning to solve combinatorial optimisation problems in manufacturing

由 Zhang, Cong, Wu, Yaoxin, Ma, Yining, Song, Wen, Le, Zhang, Cao, Zhiguang, Zhang, Jie
出版 2024

MVMoE: Multi-task vehicle routing solver with mixture-of-experts

由 ZHOU, Jianan, CAO, Zhiguang, WU, Yaoxin, SONG, Wen, MA, Yining, ZHANG, Jie, XU, Chi
出版 2024

Learning to handle complex constraints for vehicle routing problems

由 BI, Jieyi, MA, Yining, ZHOU, Jianan, SONG, Wen, CAO, Zhiguang, WU, Yaoxin, ZHANG, Jie
出版 2024

Efficient neural neighborhood search for pickup and delivery problems

由 MA, Yining, LI, Jingwen, CAO, Zhiguang, SONG, Wen, GUO, Hongliang, GONG, Yuejiao, CHEE, Meng Chee
出版 2022

Learning generalizable models for vehicle routing problems via knowledge distillation

由 BI, Jieyi, MA, Yining, WANG, Jiahai, CAO, Zhiguang, CHEN, Jinbiao, SUN, Yuan, CHEE, Yeow Meng
出版 2022

Learning feature embedding refiner for solving vehicle routing problems

由 LI, Jingwen, MA, Yining, CAO, Zhiguang, WU, Yaoxin, SONG, Wen, ZHANG, Jie, CHEE, Yeow Meng
出版 2023

Learning feature embedding refiner for solving vehicle routing problems

由 Li, Jingwen, Ma, Yining, Cao, Zhiguang, Wu, Yaoxin, Song, Wen, Zhang, Jie, Chee, Yeow Meng
出版 2023

Hierarchical neural constructive solver for real-world TSP scenarios

由 GOH, Yong Liang, CAO, Zhiguang, MA, Yining, DONG, Yanfei, DUPTY, Mohammed Haroon, LEE, Wee Sun
出版 2024

MetaBox: A benchmark platform for meta-black-box optimization with reinforcement learning

由 MA, Zeyuan, GUO, Hongshu, CHEN, Jiacheng, LI, Zhenrui, PENG, Guojun, GONG, Yue-Jiao, MA, Yining, Zhiguang CAO
出版 2023

Deep reinforcement learning for dynamic algorithm selection: A proof-of-principle study on differential evolution

由 GUO, Hongshu, MA, Yining, MA, Zeyuan, CHEN, Jiacheng, ZHANG, Xinglin, CAO, Zhiguang, ZHANG, Jun, GONG, Yue-Jiao
出版 2024