Travel Time Reliability-Based Signal Timing Optimization for Urban Road Traffic Network Control
作者： Zhengfeng Ma , Darong Huang , Changguang Li , Jianhua Guo
DOI: 10.1155/2020/8898062
关键词: Traffic simulation 、 Measure (data warehouse) 、 Traffic network 、 Reliability (statistics) 、 Particle swarm optimization 、 Traffic congestion 、 Heuristic (computer science) 、 Metropolitan area 、 Computer science 、 Signal timing 、 Real-time computing 、 Control (management)
摘要: Due to increasing traffic demand, many metropolitan areas are experiencing extensive congestion, which demands for efficient signal timing and optimization. However, conventional efficiency measure-based optimization cannot handle the ubiquitous uncertainty in road networks, demanding incorporation of reliability measures into optimization, is still its early stage. Therefore, targeting this issue, based on recent studies recognizing travel time (TRR) as an important measure a reliability-based urban network model proposed paper, with objective function optimize TTR measure, i.e., buffer index. The solved using heuristic particle swarm approach. A case study conducted microscopic simulation City Nanjing, China. Results demonstrate that can improve well. Future recommended expand integration
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