Yonghua Zhou

Parallel computing method of deep belief networks and its application to traffic flow prediction

Lu Zhao, Yonghua Zhou, Huapu Lu et al. · Knowledge-Based Systems · 2018 · 113 citations

Engineering, Computer Engineering, Computer Science +14

A synergistic energy-efficient planning approach for urban rail transit operations

Jingjie Ning, Yonghua Zhou, Fengchu Long et al. · Energy · 2018 · 53 citations

Planning, Transportation Planning, Urban Planning +14

Deep reinforcement learning with reference system to handle constraints for energy-efficient train control

Mengying Shang, Yonghua Zhou, Hamido Fujita · Information Sciences · 2021 · 53 citations

Engineering, Autonomous Systems, Markov Decision Processes +11

Distributed coordination control of traffic network flow using adaptive genetic algorithm based on cloud computing

Yongnan Zhang, Yonghua Zhou · Journal of Network and Computer Applications · 2018 · 51 citations

Computing, Cloud Computing, Computer Science +17

Model Predictive Control for Hybrid Levitation Systems of Maglev Trains With State Constraints

Wenjie Hu, Yonghua Zhou, Zhenlin Zhang et al. · IEEE Transactions on Vehicular Technology · 2021 · 50 citations

Engineering, Mechanical Engineering, Hybrid Vehicle Systems +16