位置：成果数据库 > 期刊 > 期刊详情页
A fast network partition method for large-scale urban traffic networks
  • ISSN号：1672-6340
  • 期刊名称：Journal of Control Theory and Applications
  • 时间：2013.8
  • 页码：359-366
  • 分类：TP[自动化与计算机技术]
  • 作者机构：[1]Department of Automation, Shanghai Jiao Tong University, and Key Laboratory of System Control and Information Processing, Ministry of Education
  • 相关基金：supported by the National Natural Science Foundation of China （Nos. 60934007, 61203169, 61104160）; the China Postdoctoral Science Foundation （No. 2011M500776）; the Shanghai Education Council Innovation Research Project （No. 12ZZ024）; the International Cooperation Project of National Science Committee （No. 71361130012）
  • 相关项目：大规模城市交通路网的拥堵控制研究
作者： Zhao ZHOU|Shu LIN|Yugeng XI|
关键词： TRAFFIC, SIGNAL, control, LARGE-SCALE, URBAN, TRAFFIC, NETWORKS, Network, PARTITION
中文摘要：

In order to control the large-scale urban traffic network through hierarchical or decentralized methods, it is necessary to exploit a network partition method, which should be both effective in extracting subnetworks and fast to compute. In this paper, a new approach to calculate the correlation degree, which determines the desire for interconnection between two adjacent intersections, is first proposed. It is used as a weight of a link in an urban traffic network, which considers both the physical characteristics and the dynamic traffic information of the link. Then, a fast network division approach by optimizing the modularity, which is a criterion to distinguish the quality of the partition results, is applied to identify the subnetworks for large-scale urban traffic networks. Finally, an application to a specified urban traffic network is investigated using the proposed algorithm. The results show that it is an effective and efficient method for partitioning urban traffic networks automatically in real world.

英文摘要：

In order to control the large-scale urban traffic network through hierarchical or decentralized methods, it is necessary to exploit a network partition method, which should be both effective in extracting subnetworks and fast to compute. In this paper, a new approach to calculate the correlation degree, which determines the desire for interconnection between two adjacent intersections, is first proposed. It is used as a weight of a link in an urban traffic network, which considers both the physical characteristics and the dynamic traffic information of the link. Then, a fast network division approach by optimizing the modularity, which is a criterion to distinguish the quality of the partition results, is applied to identify the subnetworks for large-scale urban traffic networks. Finally, an application to a specified urban traffic network is investigated using the proposed algorithm. The results show that it is an effective and efficient method for partitioning urban traffic networks automatically in real world.

同期刊论文项目
约束模型预测控制的理论和高效算法
期刊论文 152 会议论文 106 获奖 24 专利 21 著作 2
大规模城市交通路网的拥堵控制研究
期刊论文 15 会议论文 7
大规模城市路网的多层预测控制研究
期刊论文 3
面向智能交通管控的城市路网交通流时空域联合预测研究
期刊论文 16 会议论文 13
同项目期刊论文
Robust model predictive control for multiple time delay systems with polytopic uncert ainty descript
'Periodically-active phenomenon' of DIS-NCS with scattering transformation
A synthesis approach of robust model predictive control using a QP problem
Improved robust model predictive control approach to systems with linear fractional transformation p
基于混合H_2/H_∞的鲁棒预测控制综合设计方法
具有输入延迟和增量约束的鲁棒预测控制器
Design of networked control systems with bounded arbitrary time delays
Toward a low cost and high performance MPC: The role of system identification
高温气冷核反应堆变负荷过程的非线性模型预测控制
Stability of discrete-time networked control systems and its extension for robust H ∞ control
Optimal iterative learning control based on a time-parametrized LTV model for batch processes
Robust model predictive control for networked control systems with quantisation
Design and input-to-state analysis of the mixed H2 /H∞ feedback robust model predictive contro
一种基于模糊逻辑的室内定位方法
Sampled-data H∞ control for networked systems with random packet dropouts
Distributed robust MPC for constrained systems with polytopic description
On delay-dependent stabilization of retarded systems-an integral-inequality based approach
A Data-driven Bilinear Predictive Controller Design based on Subspace Method
New formulation of dynamic output feedback robust model predictive control with guaranteed quadratic
Packet-loss-dependent stabilization of model-based networked control systems
An H-infinity Control Based Receding Horizon Control Scheme for Linear Systems Subject to Input Satu
Finite time stability and L2 gain analysis for switched linear systems with state-dependent switchin
Constrained robust model predictive control via parameter-dependent dynamic output feedback
An improved model predictive controldesign in the presence of actuator saturation
Stabilization of linear systemsover networks with bounded packets loss and its use in model predicti
Improvements to the linear differential inclusion approach to stability analysis of linear systems w
Model predictive control of linear systems over networks with data quantizations and packet losses
Design of Saturation-Based Switching Anti-Windup Gains for the Enlargement of the Domain of Attracti
Stabilization of Takagi–Sugeno Model via Nonparallel Distributed Compensation Law
Dynamic Output Feedback Predictive Control for Nonlinear Systems Represented by a Takagi–Sugen
Fast Model Predictive Control for Urban Road Networks via MILP
On Semiglobal Stabilization of Discrete-Time Periodic Systems With Bounded Controls
Looper-tension almost disturbance decoupling control for hot strip finishing mill based on feedback
Distributed model predictive control over network information exchange for large-scale systems
The feedback robust MPC for LPV systems with bounded rates of parameter changes
Distributed connected coverage control for groups of mobile agents
一种基于状态估计的鲁棒型预测控制器
一种新的基于PSO的MPC及其硬件实现
多智能体一致性预测控制算法及其仿真研究
基于降精度求解准则的快速最优控制问题求解算法
扰动自适应模型预测控制的频域特性分析
基于多步控制策略的混合H_2/H_∞鲁棒预测控制器设计
室内舒适性指标PMV的区间II 型T-S 模糊建模
基于差分进化的模糊PID 复合控制在汽轮机转速调节系统中的应用
燃煤锅炉省煤器灰污监测技术
基于粒子群算法电站锅炉效率优化研究
Real-time online monitoring of thermal efficiency in coal-fired power plant boiler based on coal hea
Model predictive control with dynamic pricing and probability inventory of a single supply chain uni
Multi-hierarchical model predictive control based on k-means clustering algorithms
H∞control of networked control systems with packet disordering with an improved prediction-bas
Model-based Predictive Control for Spatially-distributed Systems Using Dimensional Reduction Models.
Packet-loss-dependent stabilization of networked control systems with both network-induced delay and
Model predictive control with an on-line identification model of a supply chain unit
Reduced precision solution criteria for nonlinear model predictive control with the feasibility- per
Looper-Tension H∞ Control for Hot Strip Finishing Mills
Model predictive control for constrained uncertain PWL systems
A fast network partition method for large scale urban traffic networks
动态输出反馈鲁棒模型预测控制离线算法
一类非线性系统的变负荷预测控制
基于负荷划分数据和支持向量机的火电厂燃烧过程建模
Closed-loop robust model predictive control for time-delay systems with structured uncertainties
基于状态预测器的多智能体系统控制问题研究
具有有界时滞的网络控制系统的镇定
基于改进差分进化的分数阶PIλDμ 参数整定
酒精发酵系统的鲁棒预测控制器设计
城市交通网络的分布式预测控制算法
Networked coordination-based distributed model predictive control for large scale systems
Model predictive controller design and implementation on FPGA with application to motor servo system
An improved design of aggregation-based model predictive control
Improving the asymptotically necessary and sufficient conditions for stability of fuzzy control
On dynamic output feedback robust MPC for constrained quasi-LPV systems
Homogeneous Polynomially Nonquadratic Stabilization of Discrete-Time Takagi–Sugeno Systems via
Integrated Urban Traffic Control for the Reduction of Travel Delays and Emissions
H∞ control of networked control systems with time delay and packet disordering
H ∞ DOF Control of Stochastic Systems with Time-varying Delay and L∞ Disturbance
网络系统中动态矩阵控制的稳定性条件
Type-II T-S fuzzy modeling for SCR flue gas denitration
‘Staircase phenomenon’ in delay-independently stable networked control system’s dy
基于闭环测试的过程振荡诊断方法
多变量预测控制系统稳态解的相容性与唯一性分析
动态输出反馈鲁棒模型预测控制
Robust iterative learning control with quadratic performance index
一种数据驱动的预测控制器性能监控方法
Moving horizon scheduling and state estimation for networked control systems with communication cons
预测控制拟等效集结的仿真研究
150t/h循环流化床锅炉燃烧系统的建模
Robust stability and stabilization of fractional order interval systems with coupling relationships:
模型预测控制—现状与挑战
基于LMI 的执行器饱和的切换系统稳定性研究
A multi-iteration pseudo-linear regression method and an adaptive disturbance model for MPC
Topology Simplification Strategy for Connected Multi-agent Systems
基于VISSIM和Matlab的信号灯控制策略分析
Robust H∞ output feedback control with partly quantised information
Sliding mode predictive control of main steam pressure in coal-fired power plant boiler
基于OpenSSL库的椭圆曲线密码体制的OMNeT++实现
Looper-tension sliding model control for hot strip finishing mills
Simultaneous approach for simulation of a high-temperature gas-cooled reactor
Model-based Predictive Control for Spatially-distributed Systems Using Dimensional Reduction Models
Soft-sensing Design Based on Semiclosed-loop Framework
模型预测控制——现状与挑战
基于多步控制策略的混合H2/H∞鲁棒预测控制器设计
Model switching method of multi-hierarchical model predictive control system
基于动态矩阵的随机时延丢包网络控制系统
基于差分进化的模糊PID复合控制在汽轮机转速调节系统中的应用
利用点测量的分布参数系统状态重构
Design of Networked Control Systems with Bounded Arbitrary Time Delays
具有状态预测器的多智能体系统一致性研究
Model predictive control for constrained uncertain piecewise linear systems
Looper-Tension H_∞ Control for Hot Strip Finishing Mills
Looper-Tension Sliding Mode Control for Hot Strip Finishing Mills
Packet-loss-dependent stabilization of NCSs with network-induced delay and packet dropout
Implementation of Dynamic Matrix Control on Field Programmable Gate Array
An Improved Robust Model Predictive Control Approach to Systems with Linear Fractional Transformation Perturbations
More robust and better: a multiple kernel support vector machine ensemble approach for traffic incid
Developing Parallel Control and Management for Urban Traffi c Systems
Analysis on Performance Criteria for Model-based Traffic Congestion Control in Urban Road Networks.
Accurate and interpretable Bayesian MARS for traffic flow prediction
基于GPS轨迹的矢量路网地图自动生成方法
Cyber-physical-social system in intelligent transportation
Efficient network-wide model-based predictive control for urban traffic networks
A short-term traffic flow forecasting method and its applications
大系统控制论与复杂网络——探索与思考
模型预测控制—现状与挑战
Analysis on Performance Criteria for Model-based Traffic Congestion Control in Urban Road Networks
Efficient traffic state estimation for large-scale urban road networks
UTN-Model-Based Traffic Flow Prediction for Parallel-Transportation Management Systems
Model Predictive Control -- Status and Challenges
A Simulation Analysis on the Existence of Network Traffic Flow Equilibria
Model-based traffic congestion control in urban road networks: Analysis of performance criteria
Multi-Agent Model-Based Predictive Control for Large-Scale Urban Traffic Networks Using a Serial Sch
PtMS-QD: a new development of parallel control and management for urban traffic systems
On a spatiotemporally discrete urban traffic model
大系统控制论与复杂网络——探索与思考