自动化学报2017，Vol.43Issue(4)：548-559,12.DOI:10.16383/j.aas.2017.c160322
多个MFD子区边界协调控制方法
Coordinated Method of Perimeter Control for Multiple MFD Sub-regions
摘要
Abstract
In order to improve the service level of urban road network,the macro traffic network is divided into multiple macroscopic fundamental diagram (MFD) sub-regions on the basis of different traffic densities,and then a coordinated perimeter control method is proposed.According to the relations of traffic flows among multiple MFD sub-regions,a balance equation of network traffic flow is established.Compared with the optimal cumulative traffic volume of the network,the optimal traffic inflow and outflow at the crowded intersections of sub-regions perimeter are determined.Moreover,a multi-objective programming model is set up,which takes the maximum average trip completion flow of vehicles,the minimum average travel time and the average delay of road network as the objectives.Adaptive genetic algorithm is used to solve the multi-objective function.An actual road network with 4 MFD sub-regions is tested,and the result shows that the proposed strategies are effective in improving the network efficiency and alleviating traffic congestion.关键词
交通拥堵/宏观基本图/子区划分/边界控制/协调控制/自适应遗传算法Key words
Traffic congestion/macroscopic fundamental diagram (MFD)/division of sub-regions/perimeter control/coordination control/adaptive genetic algorithm引用本文复制引用
丁恒,郭放,蒋程镔,张雨,张卫华..多个MFD子区边界协调控制方法[J].自动化学报,2017,43(4):548-559,12.基金项目
国家自然科学基金(61304195,51178158,51578207),安徽省自然科学基金(1408085QF111)资助 （61304195,51178158,51578207）
Supported by National Natural Science Foundation of China(61304195,51178158,51578207),Natural Science Foundation of Anhui Province (1408085QF111) （61304195,51178158,51578207）
