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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
Posts
Blog Post number 4
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Blog Post number 3
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Blog Post number 2
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Blog Post number 1
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portfolio
Portfolio item number 1
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Short description of portfolio item number 1
Portfolio item number 2
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publications
Robust perimeter control for two urban regions with macroscopic fundamental diagrams: A control-Lyapunov function approach
Published in Transportation Research Part B: Methodological, 2017
This paper is to propose a control-Lyapunov function based approach to robust perimeter control for two-region MFD systems. This paper was presented at the 22nd International Symposium on Transportation and Traffic Theory (ISTTT).
Recommended citation: Zhong, R. X., Chen, C., Huang, Y. P., Sumalee, A., Lam, W. H. K., & Xu, D. B. (2018). "Robust perimeter control for two urban regions with macroscopic fundamental diagrams: A control-Lyapunov function approach." Transportation Research Part B: Methodological. 117, 687-707. https://doi.org/10.1016/j.trb.2017.09.008
Boundary conditions and behavior of the macroscopic fundamental diagram based network traffic dynamics: A control systems perspective
Published in Transportation Research Part B: Methodological, 2018
This paper is about boundary conditions and behavior of the macroscopic fundamental diagram based network traffic dynamics.
Recommended citation: Zhong, R. X., Huang, Y. P., Chen, C., Lam, W. H. K., Xu, D. B., Sumalee, A. (2018). "Dynamic feedback control of day-to-day traffic disequilibrium process." Transportation Research Part B: Methodological. 111, 327-355. https://doi.org/10.1016/j.trb.2018.02.016
Dynamic feedback control of day-to-day traffic disequilibrium process
Published in Transportation Research Part C: Emerging Technologies, 2020
This paper is about dynamic feedback control of day-to-day traffic dynamics.
Recommended citation: Renxin Zhong, Hengxing Cai, Dabo Xu, Can Chen, Agachai Sumalee, Tianlu Pan (2020). "Dynamic feedback control of day-to-day traffic disequilibrium process." Transportation Research Part C: Emerging Technologies. 114, 297-321. https://doi.org/10.1016/j.trc.2020.02.005
Learning the macroscopic traffic dynamics for adaptive optimal perimeter control with integral reinforcement learning
Published in The 24th International Symposium on Transportation & Traffic Theory (ISTTT24), Beijing, China, 2021
This paper is about integral reinforcement learning for MFD-based adaptive optimal perimeter control.
Recommended citation: Can Chen, Yunping Huang, William H.K. Lam, Tianlu Pan, Shu-Chien Hsu, Agachai Sumalee, Renxin Zhong (2021). "Learning the macroscopic traffic dynamics for adaptive optimal perimeter control with integral reinforcement learning." The 24th International Symposium on Transportation & Traffic Theory (ISTTT24). https://isttt24.buaa.edu.cn/pdf/Learning_the_macroscopic_traffic_dynamics_for_adaptive_optimal_perimeter_control_with_integral_reinforcement_learning.pdf
Bus arrival time prediction and reliability analysis: An experimental comparison of functional data analysis and Bayesian support vector regression
Published in Applied Soft Computing, 2021
This paper is about bus arrival time prediction and reliability analysis.
Recommended citation: Huang, Y. P., Chen, C., Su, Z. C., Chen, T. S., Sumalee, A., Pan, T. L., Zhong, R. X. (2021). "Bus arrival time prediction and reliability analysis: An experimental comparison of functional data analysis and Bayesian support vector regression." Applied Soft Computing. 111, 107663. https://doi.org/10.1016/j.asoc.2021.107663
Data efficient reinforcement learning and adaptive optimal perimeter control of network traffic dynamics
Published in Transportation Research Part C: Emerging Technologies, 2022
This paper is to devise a data-efficient adaptive perimeter controller for the MFD framework without relying on any knowledge on the traffic dynamics, i.e., "model-free".
Recommended citation: Chen, C., Huang, Y. P., Lam, W. H., Pan, T. L., Hsu, S. C., Sumalee, A., Zhong, R. X. (2022). "Data efficient reinforcement learning and adaptive optimal perimeter control of network traffic dynamics." Transportation Research Part C: Emerging Technologies. 142, 103759. https://doi.org/10.1016/j.trc.2022.103759
Coordination of Mixed Platoons and Eco-Driving Strategy for a Signal-Free Intersection
Published in IEEE Transactions on Intelligent Transportation Systems, 2022
This paper is about coordination of mixed platoons for a signal-free intersection.
Recommended citation: Simin Jiang, Tianlu Pan, Renxin Zhong, Can Chen, Xin’an Li, Shimin Wang (2022). "Coordination of Mixed Platoons and Eco-Driving Strategy for a Signal-Free Intersection." IEEE Transactions on Intelligent Transportation Systems. 24(6): 6597-6613. https://doi.org/10.1109/TITS.2022.3211934
An Iterative Adaptive Dynamic Programming Approach for Macroscopic Fundamental Diagram-Based Perimeter Control and Route Guidance
Published in Transportation Science, 2024
This paper is about iterative adaptive perimeter control integrated with regional route guidance.
Recommended citation: Can Chen, Nikolas Geroliminis, Renxin Zhong (2024). "An Iterative Adaptive Dynamic Programming Approach for Macroscopic Fundamental Diagram-Based Perimeter Control and Route Guidance." Transportation Science. 0(0). https://doi.org/10.1287/trsc.2023.0091
Tracking perimeter control for two-region macroscopic traffic dynamics: An adaptive dynamic programming approach
Published in 27th IEEE International Conference on Intelligent Transportation Systems (IEEE ITSC 2024), Edmonton, Canada, 2024
This paper is about tracking perimeter control of a two-region MFD-based urban traffic dynamics.
Recommended citation: Can Chen, Yunping Huang, Hongwei Zhang, Shu-Chien Hsu, Renxin Zhong (2024). "Tracking perimeter control for two-region macroscopic traffic dynamics: An adaptive dynamic programming approach." 27th IEEE International Conference on Intelligent Transportation Systems (IEEE ITSC 2024), Edmonton, Canada. 0(0).
talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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