葛宏伟

个人信息Personal Information

教授

博士生导师

硕士生导师

主要任职:计算机科学与技术学院党委书记

性别:男

毕业院校:吉林大学

学位:博士

所在单位:计算机科学与技术学院

学科:计算机应用技术

办公地点:创新园大厦A832

联系方式:hwge@dlut.edu.cn

电子邮箱:gehw@dlut.edu.cn

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Solving traffic assignment problem by an improved particle swarm optimization and a segmented impedance function

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论文类型:期刊论文

发表时间:2012-09-06

发表刊物:Lecture Notes in Electrical Engineering

收录刊物:EI、Scopus

卷号:180 LNEE

页面范围:79-86

ISSN号:9789400750821

摘要:Extensive research has been carried out on the traffic assignment problem over the past few years, as it has important applications in intelligent transportation systems. In this paper, a random multidimensional mutation particle swarm optimization algorithm (RMMPSO) is proposed for solving traffic assignment problem. Besides, a segmented impedance function (SIF) model is proposed for solving the problem that the traditional BPR function is not suited for the saturated road network. Furthermore, the proposed RMMPSO and SIF are applied to a traffic assignment network. Numerical experiments show that the proposed algorithm is effective and efficient for the traffic assignment problem, and the SIF model can greatly reduce the overflow state in the road network. © 2012 Springer Science+Business Media.