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

	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, Jie2 ; Li, Ying 1; Sun, Zhen-Rong 1
	2015-01-25
发表期刊	Xitong Gongcheng Lilun yu Shijian/System Engineering Theory and Practice
ISSN	10006788
卷号	35 期号:1 页码:175-182
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.
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
收录类别	EI
语种	中文
出版者	Systems Engineering Society of China
EI入藏号	20151200650732
EI主题词	Decision making
EI分类号	403.1 Urban Planning and Development - 432 Highway Transportation - 433 Railroad Transportation - 903.3 Information Retrieval and Use - 912.2 Management - 921.4 Combinatorial Mathematics, Includes Graph Theory, Set Theory
来源库	Compendex
分类代码	403.1 Urban Planning and Development - 432 Highway Transportation - 433 Railroad Transportation - 903.3 Information Retrieval and Use - 912.2 Management - 921.4 Combinatorial Mathematics, Includes Graph Theory, Set Theory
文献类型	期刊论文
条目标识符	https://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
第一作者单位	兰州理工大学
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.