Decision rule acquisition of route selection for rapid transit line

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	Decision rule acquisition of route selection for rapid transit line
	Tang, Min-An 1,2; Wang, Xiao-Ming 1; Li, Ying 2
刊名	Jiaotong Yunshu Xitong Gongcheng Yu Xinxi/Journal of Transportation Systems Engineering and Information Technology
	2014-02-01
卷号	14 期号:1 页码:158-165
关键词	Fuzzy inference Fuzzy logic Fuzzy neural networks Fuzzy systems Genetic algorithms Inference engines Light rail transit Traffic surveys Transportation routes Computational experiment Decision rule acquisitions Decision rules Intelligent transportation Learning capabilities Neural fuzzy networks Quantitative variables Route Selection
ISSN号	10096744
英文摘要	Decision rule of route selection for rapid transit line determines the public transport effect. According to the current existing bus lines ability of passenger traffic survey data, combining with "rapidity, mass transit"characteristics of BRT lines, this paper is to find and extract important decision rules of route selection, For the problem of route selection, it is required to acquire evolution rule of system status from the changes of multiple environment variable factors, and all kinds of factors are of " fuzziness" uncertainty characteristics. FLS has the advantages of processing non-quantitative variable, but has the disadvantage of deficient learning capability. The BP neural fuzzy system structure and algorithm is given based on fuzzy inference, to improve its learning capability. Meanwhile, in order to overcome the existing limitations of BP neural network, it puts forward the thought of algorithm improved on the basis of GA. The model and effectiveness of the algorithm are clarified by computational experiments. The results can provide reference for the transit route selection and planning.
语种	中文
出版者	Science Press
内容类型	期刊论文
源URL	[http://ir.lut.edu.cn/handle/2XXMBERH/113567]
专题	兰州理工大学
作者单位	1.School of Mechanical and Electronical Engineering, Lanzhou University of Technology, Lanzhou 730050, China 2.School of Automation and Electrical Engineering, Lanzhou Jiaotong University, Lanzhou 730070, China;
推荐引用方式 GB/T 7714	Tang, Min-An,Wang, Xiao-Ming,Li, Ying. Decision rule acquisition of route selection for rapid transit line[J]. Jiaotong Yunshu Xitong Gongcheng Yu Xinxi/Journal of Transportation Systems Engineering and Information Technology,2014,14(1):158-165.
APA	Tang, Min-An,Wang, Xiao-Ming,&Li, Ying.(2014).Decision rule acquisition of route selection for rapid transit line.Jiaotong Yunshu Xitong Gongcheng Yu Xinxi/Journal of Transportation Systems Engineering and Information Technology,14(1),158-165.
MLA	Tang, Min-An,et al."Decision rule acquisition of route selection for rapid transit line".Jiaotong Yunshu Xitong Gongcheng Yu Xinxi/Journal of Transportation Systems Engineering and Information Technology 14.1(2014):158-165.