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HMDRL: Hierarchical Mixed Deep Reinforcement Learning to Balance Vehicle Supply and Demand 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 卷号: 23, 期号: 11, 页码: 21861-21872
作者:  Xi, Jinhao;  Zhu, Fenghua;  Ye, Peijun;  Lv, Yisheng;  Tang, Haina;  Wang, Fei-Yue
Adobe PDF(3316Kb)  |  收藏  |  浏览/下载：296/38  |  提交时间：2022/09/19
deep reinforcement learning  online ride-hailing system  hierarchical repositioning framework  parallel coordination mechanism  mixed state  
Data Augmented Deep Behavioral Cloning for Urban Traffic Control Operations Under a Parallel Learning Framework 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 卷号: 23, 期号: 6, 页码: 5128-5137
作者:  Li, Xiaoshuang;  Ye, Peijun;  Jin, Junchen;  Zhu, Fenghua;  Wang, Fei-Yue
Adobe PDF(2319Kb)  |  收藏  |  浏览/下载：323/65  |  提交时间：2022/01/27
Generative adversarial networks  Data models  Gallium nitride  Task analysis  Complex systems  Intelligent traffic signal operations  deep behavioral cloning  
MLRNN: Taxi Demand Prediction Based on Multi-Level Deep Learning and Regional Heterogeneity Analysis 期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2021, 卷号: 0, 期号: 0, 页码: 0
作者:  Chizhan Zhang;  Fenghua Zhu;  Yisheng Lv;  Peijun Ye;  Feiyue Wang
Adobe PDF(4431Kb)  |  收藏  |  浏览/下载：243/57  |  提交时间：2021/06/16
Taxi demand prediction  taxi zone clustering  heterogeneity analysis  deep learning  
Cyber-Physical-Social System in Intelligent Transportation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2015, 期号: 3, 页码: 320 - 333
作者:  Gang Xiong;  Fenghua Zhu;  Xiwei Liu;  Xisong Dong;  Wuling Huang;  Songhang Chen;  Zhao K(赵恺)
Adobe PDF(4004Kb)  |  收藏  |  浏览/下载：379/162  |  提交时间：2019/10/10
Cyber-physical-social System (Cpss)  Acp Approach  Intelligent Transportation System (Its)  Parallel Control And Management,  Internet Of Vehicles  Social Transportation Network  
Consistent Population Synthesis with Multi-Social Relationships Based on Tensor Decomposition 期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2020, 卷号: 21, 期号: 5, 页码: 2180-2189
作者:  Peijun Ye;  Fenghua Zhu;  Samer Sabri;  Fei-Yue Wang
Adobe PDF(2643Kb)  |  收藏  |  浏览/下载：305/89  |  提交时间：2019/10/10
Population Synthesis  Multiple Social Relationships  Tensor Decomposition  Agent-based Simulation  
A Parallel Transportation Management and Control System for Bus Rapid Transit Using the ACP Approach 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2017, 卷号: 18, 期号: 9, 页码: 2569-2574
作者:  Dong, Xisong;  Lin, Yuetong;  Shen, Dayong;  Li, Zhengxi;  Zhu, Fenghua;  Hu, Bin;  Fan, Dong;  Xiong, Gang
浏览  |  Adobe PDF(2125Kb)  |  收藏  |  浏览/下载：441/125  |  提交时间：2018/03/03
Bus Rapid Transit (Brt)  Acp Approach Parallel Transportation System  Dynamic Perception  Artificial Transportation System  
基于MFD 的城市区域过饱和交通信号优化控制 期刊论文
自动化学报, 2017, 卷号: 43, 期号: 7, 页码: 1220-1233
作者:  刘小明;  唐少虎;  朱凤华;  陈兆盟
浏览  |  Adobe PDF(1698Kb)  |  收藏  |  浏览/下载：396/124  |  提交时间：2018/01/06
区域交通信号优化  宏观基本图  
A Parallel Transportation Management and Control System for Bus Rapid Transit using ACP Approach 期刊论文
IEEE Transaction on Intelligent Transportation Systems, 2017, 卷号: 18, 期号: 9, 页码: 2569–2575
作者:  Xisong Dong;  Yuetong Lin;  Dayong Shen;  Zhengxi Li;  Fenghua Zhu;  Bin HU;  Dong Fan;  Gang Xiong
浏览  |  Adobe PDF(2125Kb)  |  收藏  |  浏览/下载：381/93  |  提交时间：2017/12/31
Bus Rapid Transit (Brt)  Acp Approach  Parallel Transportation System  Dynamic Perception  
Cyber-Physical-Social System in Intelligent Transportation 期刊论文
IEEE/CAA JOURNAL OF AUTOMATICA SINICA,, 2015, 卷号: 2, 期号: 3, 页码: 320-333
作者:  Gang XIONG;  Fenghua Zhu;  Xiwei Liu;  Xisong Dong;  Wuling Huang;  Songhang Chen;  Kai Zhao
Adobe PDF(4001Kb)  |  收藏  |  浏览/下载：398/160  |  提交时间：2017/12/31
Cyber-physical-social System (Cpss)  Acp Approach  Intelligent Transportation System (Its)  Parallel Control And Management  Internet Of Vehicles  
A Kind of Novel ITS Based on Space-Air-Ground Big-Data 期刊论文
IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2016, 卷号: 8, 期号: 1, 页码: 10-22
作者:  Xiong, Gang;  Zhu, Fenghua;  Dong, Xisong;  Fan, Haisheng;  Hu, Bin;  Kong, Qing-jie;  Kang, Wenwen;  Teng, Teng
Adobe PDF(2360Kb)  |  收藏  |  浏览/下载：530/126  |  提交时间：2016/03/19