杜牧青｜河海大学｜学者主页

2026

Multi-agent reinforcement learning with a hybrid sequential reward feedback strategy for dynamic multi-modal traffic assignment

Dongyue Cun, Muqing Du, Lin Cheng, Anthony Chen

Transportation Research Part C Emerging Technologies

DOI

2025

Heterogeneous multi-view graph gated neural networks for real-time origin-destination matrix prediction in metro systems

Fei Wu, Changjiang Zheng, Muqing Du, Wei Ma, Junze Ma

Transportmetrica B-Transport Dynamics，Vol. 13, No. 1

DOI

2025

A two-phase approach with a novel network representation for solving the multimodal traffic network equilibrium with multimode combinations

Muqing Du, Dongyue Cun, Gu Yu, Anthony Chen

Transportation Research Part C Emerging Technologies

DOI

2025

Adaptive Passenger Flow Prediction in Metro Systems: An Incremental Learning Framework for Evolving Patterns

Fei Wu, Changjiang Zheng, Muqing Du, Genghua Ma, Zhilong Wu

Journal of Transportation Engineering Part A Systems

DOI

2025

LLM4PT: A large language model-based system for flexible and explainable public transit demand prediction

Fei Wu, Changjiang Zheng, Muqing Du, Shukang Zheng, Junze Ma, Ye Lu

Computers & Industrial Engineering

DOI

2025

Stochastic strategy-based transit equilibrium assignment models

Heqing Tan, Guoyuan Li, Muqing Du, Anthony Chen

Elsevier eBooks

DOI

2024

Reliability of urban underground-aboveground logistics networks under rainfall-flood and cascading failure scenarios

Zhichao Chen, Changjiang Zheng, Meng Xu, Muqing Du, Junze Ma, Shukang Zheng

Transportation Research Part D-Transport And Environment，Vol. 136

DOI

2024

A stochastic ridesharing user equilibrium model with origin-destination-based ride-matching strategy

Muqing Du, Jiankun Zhou, Guoyuan Li, Heqing Tan, Anthony Chen

Transportation Research Part E-Logistics And Transportation Review，Vol. 189

DOI

2024

多模式城市交通网络容量模型及实例研究

江筱薇，周建坤，单晓峰，杜牧青

《贵州大学学报(自然科学版)》

2024

一种基于交叉口信号延误的超路径规划方法

杜牧青，鞠姿彦，李大韦

《西南交通大学学报》

2024

Incorporating policy mixes to multimodal network capacity considering second-best constraints

Ziyan Ju, Muqing Du, Shukang Zheng, Anthony Chen

Transportmetrica A Transport Science

DOI

2024

Effect of Policy Mix on Urban Road Network Capacity Assessment Considering Shared Mobility

Ziyan Ju, Muqing Du

Transportation Research Record Journal of the Transportation Research Board

DOI

2023

基于贝叶斯BWM的中小城市综合交通网络评价

郑长江，孙凯，沈金星，杜牧青，谷雨航

《交通科学与工程》

2023

考虑枢纽失效的多式联运快递网络结构设计

郑长江，胡欢，杜牧青

《吉林大学学报(工学版)》

2023

A Weibit-Based sequential transit assignment model based on hyperpath graph and generalized extreme value network representation

Muqing Du, Dongyue Cun, Anthony Chen, Heqing Tan

Transportation Research Part C Emerging Technologies

DOI

2023

An Assessment Scheme for Road Network Capacity under Demand Uncertainty

Zhongzhi Ge, Muqing Du, Jiankun Zhou, Xiaowei Jiang, Xiaonian Shan, Xing Zhao

Applied Sciences

DOI

2022

Identifying critical links using network capacity-based indicator in multi-modal transportation networks

Muqing Du, Xiaowei Jiang, Anthony Chen

Transportmetrica B-Transport Dynamics，Vol. 10, No. 1

DOI

2022

Modeling the capacity of multimodal and intermodal urban transportation networks that incorporate emerging travel modes

Muqing Du, Jiankun Zhou, Anthony Chen, Heqing Tan

Transportation Research Part E-Logistics And Transportation Review，Vol. 168

DOI

2022

Accelerating the gradient projection algorithm for solving the non-additive traffic equilibrium problem with the Barzilai-Borwein step size

Heqing Tan, Muqing Du, Anthony Chen

Computers & Operations Research，Vol. 141

DOI

2022

Sensitivity analysis for transit equilibrium assignment and applications to uncertainty analysis

Muqing Du, Anthony Chen

Transportation Research Part B-Methodological，Vol. 157

DOI

2022

Stochastic Ridesharing User Equilibrium with Weibit Choice Model

Muqing Du, Jiankun Zhou, Anthony Chen

IEEE International Conference on Intelligent Transportation Systems (ITSC)

DOI

2022

Modeling Network Capacity for Urban Multimodal Transportation Applications

Xiaowei Jiang, Xiaonian Shan, Muqing Du

Journal of Advanced Transportation

DOI

2022

Hyperpath Searching Algorithm considering Delay at Intersection and Its Application in CVIS for Vehicle Navigation

Ziyan Ju, Muqing Du

Journal of Advanced Transportation

DOI

2022

Multimodal Urban Transportation Network Capacity Model Considering Intermodal Transportation

Jiankun Zhou, Muqing Du, Anthony Chen

Transportation Research Record Journal of the Transportation Research Board

DOI

2021

A faster path-based algorithm with Barzilai-Borwein step size for solving stochastic traffic equilibrium models

Muqing Du, Heqing Tan, Anthony Chen

European Journal Of Operational Research，Vol. 290, No. 3

DOI

2021

不确定条件下的多式联运路径优化

陈汨梨，赵孝进，邓夕贵，郑长江，杜牧青

《公路交通科技》

2021

考虑交叉口延误的超路径算法及其应用

杜牧青，鞠姿彦，吕晨希，李东宇，李嘉，赵国军

《武汉理工大学学报(交通科学与工程版)》

2021

考虑距离影响的公交网络敏感度

杜牧青，虞春滨

《西南交通大学学报》

2021

Comprehensive Evaluation of Urban Integrated Transportation Network With Multivariate Statistical Analysis: A Case Study of Haimen

Changjiang Zheng, Yuhang Gu, Jinxing Shen, Muqing Du, Genghua Ma, Kai Di Sun

IEEE Access

DOI

2020

Assessing Urban Road Network Capacity considering Parking Supply and Parking Pricing

Xiaowei Jiang, Muqing Du, Liu Haisheng

Journal of Advanced Transportation

DOI

2020

A multiple-path gradient projection method for solving the logit-based stochastic user equilibrium model

Heqing Tan, Muqing Du, Chun-bin Yu

Journal of Transport and Land Use

DOI

2019

The Combined Distribution and Assignment Model: A New Solution Algorithm and Its Applications in Travel Demand Forecasting for Modern Urban Transportation

Heqing Tan, Muqing Du, Xiaowei Jiang, Zhaoming Chu

Sustainability，Vol. 11, No. 7

DOI

2019

基于模糊感知阻抗的交通分配研究

虞春滨，杜牧青，刘海生

《武汉理工大学学报(交通科学与工程版)》

2019

考虑停车收费及供给政策的城市路网容量评估

杜牧青，刘海生，虞春滨

《武汉理工大学学报(交通科学与工程版)》

2019

城市停车管理措施对市民出行方式选择的影响

刘腾辉，杜牧青，李悦超

《现代交通技术》

2019

A Multiple Path Gradient Projection Method for Solving the Logit-Based Stochastic User Equilibrium Problem

Heqing Tan, Muqing Du, Chun-bin Yu

CICTP 2019

DOI

2018

不确定因素下的综合运输网络容量可靠性分析

马庚华，杜牧青，张小丽

《郑州大学学报(工学版)》

2018

A Self-Adaptive Step-Size Sensitivity Based Heuristic Method for Road Network Capacity Problems

Muqing Du, Heqing Tan, Xiaowei Jiang, Lin Cheng

CICTP 2017

DOI

2018

Sensitivity-based uncertainty analysis of transit assignment model

Muqing Du, Anthony Chen

PolyU Institutional Research Archive (Hong Kong Polytechnic University)

2017

基于多目标优化的校园停车功能泊位规划

叶奕辰，钱文雯，杜牧青

《山西农经》

DOI

2017

Maximizing Network Throughput under Stochastic User Equilibrium with Elastic Demand

Jian Wang, Muqing Du, Lili Lu, Xiaozheng He

Networks and Spatial Economics

DOI

2017

Robust Evaluation for Transportation Network Capacity under Demand Uncertainty

Muqing Du, Xiaowei Jiang, Lin Cheng, Changjiang Zheng

Journal of Advanced Transportation

DOI

2017

Alternative network robustness measure using system-wide transportation capacity for identifying critical links in road networks

Muqing Du, Xiaowei Jiang, Lin Cheng

Advances in Mechanical Engineering

DOI

2016

交通与城市形态协调发展研究

冷伟杰，杜牧青，王梅，徐兰花

《贵州大学学报(自然科学版)》

2016

A Method to Improve the Route-Based Algorithm for Traffic Assignment by Eliminating Route Dependence

Muqing Du, Xiaowei Jiang, Lin Cheng

DOI

2015

Estimating the Capacity of Urban Transportation Networks with an Improved Sensitivity Based Method

Muqing Du, Xiaowei Jiang, Lin Cheng

Discrete Dynamics in Nature and Society

DOI

2015

Linear Dependence of User Equilibrium Routes in the Transportation Network

Muqing Du, Lin Cheng, Xiaowei Jiang, Zhibin Li

Transportation Research Record Journal of the Transportation Research Board

DOI

2014

MODELING AND ESTIMATING THE CAPACITY OF URBAN TRANSPORTATION NETWORK WITH RAPID TRANSIT

Lin Cheng, Muqing Du, Xiaowei Jiang, Hesham A. Rakha

Transport

DOI

2014

A Study of Driver’s Route Choice Behavior Based on Evolutionary Game Theory

Xiaowei Jiang, Yanjie Ji, Muqing Du, Wei Deng

Computational Intelligence and Neuroscience

DOI

2012

最短路径Auction算法及其在路径诱导中的应用

杜牧青，程琳

《武汉理工大学学报(交通科学与工程版)》

2010

考虑交叉口转向延误的最短路径拍卖算法

杜牧青，程琳

《西南交通大学学报》

精选作品

期刊论文

Multi-agent reinforcement learning with a hybrid sequential reward feedback strategy for dynamic multi-modal traffic assignment

Heterogeneous multi-view graph gated neural networks for real-time origin-destination matrix prediction in metro systems

A two-phase approach with a novel network representation for solving the multimodal traffic network equilibrium with multimode combinations

Adaptive Passenger Flow Prediction in Metro Systems: An Incremental Learning Framework for Evolving Patterns

LLM4PT: A large language model-based system for flexible and explainable public transit demand prediction

Stochastic strategy-based transit equilibrium assignment models

Reliability of urban underground-aboveground logistics networks under rainfall-flood and cascading failure scenarios

A stochastic ridesharing user equilibrium model with origin-destination-based ride-matching strategy

多模式城市交通网络容量模型及实例研究

一种基于交叉口信号延误的超路径规划方法

Incorporating policy mixes to multimodal network capacity considering second-best constraints

Effect of Policy Mix on Urban Road Network Capacity Assessment Considering Shared Mobility

基于贝叶斯BWM的中小城市综合交通网络评价

考虑枢纽失效的多式联运快递网络结构设计

A Weibit-Based sequential transit assignment model based on hyperpath graph and generalized extreme value network representation

An Assessment Scheme for Road Network Capacity under Demand Uncertainty

Identifying critical links using network capacity-based indicator in multi-modal transportation networks

Modeling the capacity of multimodal and intermodal urban transportation networks that incorporate emerging travel modes

Accelerating the gradient projection algorithm for solving the non-additive traffic equilibrium problem with the Barzilai-Borwein step size

Sensitivity analysis for transit equilibrium assignment and applications to uncertainty analysis

Stochastic Ridesharing User Equilibrium with Weibit Choice Model

Modeling Network Capacity for Urban Multimodal Transportation Applications

Hyperpath Searching Algorithm considering Delay at Intersection and Its Application in CVIS for Vehicle Navigation

Multimodal Urban Transportation Network Capacity Model Considering Intermodal Transportation

A faster path-based algorithm with Barzilai-Borwein step size for solving stochastic traffic equilibrium models

不确定条件下的多式联运路径优化

考虑交叉口延误的超路径算法及其应用

考虑距离影响的公交网络敏感度

Comprehensive Evaluation of Urban Integrated Transportation Network With Multivariate Statistical Analysis: A Case Study of Haimen

Assessing Urban Road Network Capacity considering Parking Supply and Parking Pricing

A multiple-path gradient projection method for solving the logit-based stochastic user equilibrium model

The Combined Distribution and Assignment Model: A New Solution Algorithm and Its Applications in Travel Demand Forecasting for Modern Urban Transportation

基于模糊感知阻抗的交通分配研究

考虑停车收费及供给政策的城市路网容量评估

城市停车管理措施对市民出行方式选择的影响

A Multiple Path Gradient Projection Method for Solving the Logit-Based Stochastic User Equilibrium Problem

不确定因素下的综合运输网络容量可靠性分析

A Self-Adaptive Step-Size Sensitivity Based Heuristic Method for Road Network Capacity Problems

Sensitivity-based uncertainty analysis of transit assignment model

基于多目标优化的校园停车功能泊位规划

Maximizing Network Throughput under Stochastic User Equilibrium with Elastic Demand

Robust Evaluation for Transportation Network Capacity under Demand Uncertainty

Alternative network robustness measure using system-wide transportation capacity for identifying critical links in road networks

交通与城市形态协调发展研究

A Method to Improve the Route-Based Algorithm for Traffic Assignment by Eliminating Route Dependence

Estimating the Capacity of Urban Transportation Networks with an Improved Sensitivity Based Method

Linear Dependence of User Equilibrium Routes in the Transportation Network

MODELING AND ESTIMATING THE CAPACITY OF URBAN TRANSPORTATION NETWORK WITH RAPID TRANSIT

A Study of Driver’s Route Choice Behavior Based on Evolutionary Game Theory

最短路径Auction算法及其在路径诱导中的应用

考虑交叉口转向延误的最短路径拍卖算法

研究方向