Area traffic signal optimization based on adaptive PSO with mutation

Lingling Ma; Yaping Dai; Yan Liu; Liang Meng; Zhongjian Dai

Area traffic signal optimization based on adaptive PSO with mutation

Lingling Ma^*
, Yaping Dai
, Yan Liu
, Liang Meng
, Zhongjian Dai

^*此作品的通讯作者

自动化学院

Beijing Institute of Technology

科研成果: 会议稿件 › 论文 › 同行评审

摘要

An Adaptive Particle Swarm Optimization (Adaptive PSO) algorithm is presented for traffic signal timing optimization. PSO is used in this paper as a search tool to find the optimal time allocation schemes for phase signal of intersections. Experiment results show that the algorithm proposed in this paper can achieve better optimization effect than Genetic Algorithm.

源语言	英语
出版状态	已出版 - 2009
活动	International Workshop on Advanced Computational Intelligence and Intelligent Informatics, IWACIII 2009 - Tokyo, 日本期限: 7 11月 2009 → 7 11月 2009

会议

会议	International Workshop on Advanced Computational Intelligence and Intelligent Informatics, IWACIII 2009
国家/地区	日本
市	Tokyo
时期	7/11/09 → 7/11/09

其它文件与链接

链接到 Scopus 的出版物

引用此

@conference{c5c74ad93a7049219e41fe97349c283f,

title = "Area traffic signal optimization based on adaptive PSO with mutation",

abstract = "An Adaptive Particle Swarm Optimization (Adaptive PSO) algorithm is presented for traffic signal timing optimization. PSO is used in this paper as a search tool to find the optimal time allocation schemes for phase signal of intersections. Experiment results show that the algorithm proposed in this paper can achieve better optimization effect than Genetic Algorithm.",

keywords = "Adaptive PSO, Gaussian mutation, Traffic signal control",

author = "Lingling Ma and Yaping Dai and Yan Liu and Liang Meng and Zhongjian Dai",

year = "2009",

language = "English",

note = "International Workshop on Advanced Computational Intelligence and Intelligent Informatics, IWACIII 2009 ; Conference date: 07-11-2009 Through 07-11-2009",

}

TY - CONF

T1 - Area traffic signal optimization based on adaptive PSO with mutation

AU - Ma, Lingling

AU - Dai, Yaping

AU - Liu, Yan

AU - Meng, Liang

AU - Dai, Zhongjian

PY - 2009

Y1 - 2009

N2 - An Adaptive Particle Swarm Optimization (Adaptive PSO) algorithm is presented for traffic signal timing optimization. PSO is used in this paper as a search tool to find the optimal time allocation schemes for phase signal of intersections. Experiment results show that the algorithm proposed in this paper can achieve better optimization effect than Genetic Algorithm.

AB - An Adaptive Particle Swarm Optimization (Adaptive PSO) algorithm is presented for traffic signal timing optimization. PSO is used in this paper as a search tool to find the optimal time allocation schemes for phase signal of intersections. Experiment results show that the algorithm proposed in this paper can achieve better optimization effect than Genetic Algorithm.

KW - Adaptive PSO

KW - Gaussian mutation

KW - Traffic signal control

UR - https://www.scopus.com/pages/publications/79960414800

M3 - Paper

AN - SCOPUS:79960414800

T2 - International Workshop on Advanced Computational Intelligence and Intelligent Informatics, IWACIII 2009

Y2 - 7 November 2009 through 7 November 2009

ER -

Area traffic signal optimization based on adaptive PSO with mutation

摘要

会议

其它文件与链接

指纹

引用此