Optimization of lane-changing distribution for a motorway weaving segment

Article free to read on journal website The traffic in a weaving segment is subject to lane-changing turbulence in excess of that normally present on basic motorway segments. Empirical studies have observed a lane-changing concentration problem, as traffic flow increases, which can cause flow break down and congestion. This paper focuses on the lane-changing concentration problem in weaving segments. A Cooperative Intelligent Transport System (C-ITS) advisory has been shown to alleviate such a lane-changing concentration problem. The advisory aims to distribute the lane-changing along the weaving segment. Unlike previous methods in the literature, where weaving vehicles are assigned according to fixed distributions, this paper proposes an algorithm to optimize the lane-changing distribution. The proposed optimization algorithm was developed based on particle swarm optimization. The optimized lane-changing distribution for a one-sided motorway weaving segment using microscopic simulation has been evaluated. The initial results show that the proposed algorithm could be used as a successful optimization technique for the lane- changing concentration problem.

[1]  J. Barceló Fundamentals of traffic simulation , 2010 .

[2]  Adolf D May,et al.  PROPOSED ANALYTICAL TECHNIQUE FOR ESTIMATING CAPACITY AND LEVEL OF SERVICE OF MAJOR FREEWAY WEAVING SECTIONS , 1991 .

[3]  Christian Weií,et al.  V2X communication in Europe - From research projects towards standardization and field testing of vehicle communication technology , 2011 .

[4]  Carlos A. Coello Coello,et al.  Constraint-handling in nature-inspired numerical optimization: Past, present and future , 2011, Swarm Evol. Comput..

[5]  Eil Kwon,et al.  Maximum Possible Weaving Volume for Effective Operations of Ramp-Weave Areas: Online Estimation , 2000 .

[6]  Edward Chung,et al.  A Cooperative Intelligent Transport Systems (C‐ITS)‐based lane‐changing advisory for weaving sections , 2016 .

[7]  Joon ho Lee Observations on traffic behavior in freeway weaving bottlenecks: Empirical study and theoretical modeling , 2008 .

[8]  Hamid Al-Jameel Characteristics of the Driver Behaviour in Weaving Sections: Empirical Study , 2013 .

[9]  Fumihiko Kanazawa,et al.  Field operational tests of Smartway in Japan , 2010 .

[10]  David Green,et al.  Cooperative intelligent transport systems (C-ITS) - an overview of the ARRB/Austroads C-ITS work program 2010-2013 , 2014 .

[11]  Carlos A. Coello Coello,et al.  Constraint-handling in genetic algorithms through the use of dominance-based tournament selection , 2002, Adv. Eng. Informatics.

[12]  Russell C. Eberhart,et al.  A new optimizer using particle swarm theory , 1995, MHS'95. Proceedings of the Sixth International Symposium on Micro Machine and Human Science.

[13]  Christian Weiß,et al.  V2X communication in Europe - From research projects towards standardization and field testing of vehicle communication technology , 2011, Comput. Networks.