Liang Wang

Dynamic scheduling for flexible job shop with insufficient transportation resources via graph neural network and deep reinforcement learning

Min Zhang, Liang Wang, Fusheng Qiu et al. · Computers & Industrial Engineering · 2023 · 80 citations

Artificial Intelligence, Engineering, Deep Reinforcement Learning +6

Formulations and branch-and-cut algorithms for multi-product multi-vehicle production routing problems with startup cost

Yuzhuo Qiu, Liang Wang, Xiaoling Xu et al. · Expert Systems with Applications · 2018 · 45 citations

Production Planning, Vehicle Routing, Mathematical Programming +15

MLATSO: A method for task scheduling optimization in multi-load AGVs-based systems

Yishuai Lin, Yunlong Xu, Jiawei Zhu et al. · Robotics and Computer-Integrated Manufacturing · 2022 · 35 citations

Job Scheduler, Cluster Computing, Load Balancing (Computing) +10

A Multi-AGV Routing Planning Method Based on Deep Reinforcement Learning and Recurrent Neural Network

Yishuai Lin, Gang Hue, Liang Wang et al. · IEEE/CAA Journal of Automatica Sinica · 2023 · 29 citations

Artificial Intelligence, Vehicle Routing, Path Planning +15

A self-learning discrete salp swarm algorithm based on deep reinforcement learning for dynamic job shop scheduling problem

Yiming Gu, Ming Chen, Liang Wang · Applied Intelligence · 2023 · 20 citations

Engineering, Deep Reinforcement, Scheduling Problem +6