Site selection decision-making with GIS for mechanical parking system based on mutual information attribute reduction

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	Site selection decision-making with GIS for mechanical parking system based on mutual information attribute reduction
	Tang, Min-An 1,2; Wang, Xiao-Ming 2; Cao, Jie 2; Li, Ying 1; Sun, Zhen-Rong 1
刊名	Xitong Gongcheng Lilun yu Shijian/System Engineering Theory and Practice
	2015-01-25
卷号	35 期号:1 页码:175-182
关键词	Decision trees Geographic information systems Information systems Information use Rough set theory Site selection Trees (mathematics) Urban growth Urban transportation Attribute reduction Attribute reduction algorithm Fuzzy-rough sets Geographic information GIS (geographic information system) Intelligence Transportation systems Mutual informations Parking systems
ISSN号	10006788
英文摘要	In order to be more reasonable of site selection decision-making of mechanical parking system in urban, give full play to its to alleviate traffic after the completion of the action. A method of site selection decision is proposed. Firstly, by using GIS (geographic information system) analysis method, the attribute information database sets of planning parking system are established. Secondly, applying fuzzy rough sets mutual information attribute reduction algorithm to be mined the geography knowledge between parking system's location and a variety of geography factor using attribute reduction algorithms. Then, with decision tree and decision rules generated by geographic information analysis and deductive reasoning combination of inductive learning algorithm, location decision-making is evaluated and analyzed. Finally, a case study of Lanzhou is presented, and the results show that this method not only can do well in site selection decision of urban and so on, but also provide a reference for intelligence transportation system. ©, 2015, Systems Engineering Society of China. All right reserved.
语种	中文
出版者	Systems Engineering Society of China
内容类型	期刊论文
源URL	[http://ir.lut.edu.cn/handle/2XXMBERH/113292]
专题	兰州理工大学
作者单位	1.School of Automation and Electrical Engineering, Lanzhou Jiaotong University, Lanzhou; 730070, China; 2.School of Mechanical and Electronical Engineering, Lanzhou University of Technology, Lanzhou; 730050, China
推荐引用方式 GB/T 7714	Tang, Min-An,Wang, Xiao-Ming,Cao, Jie,et al. Site selection decision-making with GIS for mechanical parking system based on mutual information attribute reduction[J]. Xitong Gongcheng Lilun yu Shijian/System Engineering Theory and Practice,2015,35(1):175-182.
APA	Tang, Min-An,Wang, Xiao-Ming,Cao, Jie,Li, Ying,&Sun, Zhen-Rong.(2015).Site selection decision-making with GIS for mechanical parking system based on mutual information attribute reduction.Xitong Gongcheng Lilun yu Shijian/System Engineering Theory and Practice,35(1),175-182.
MLA	Tang, Min-An,et al."Site selection decision-making with GIS for mechanical parking system based on mutual information attribute reduction".Xitong Gongcheng Lilun yu Shijian/System Engineering Theory and Practice 35.1(2015):175-182.