Genetic algorithm optimizing the quantitative function of communicability to detect community structure

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	Genetic algorithm optimizing the quantitative function of communicability to detect community structure
	Liu, Jinxia 1,3,4; Zeng, Jianchao 3; Xue, Yaowen 1,2; Li, Zhang 1
刊名	ICIC Express Letters
	2012-07-01
卷号	6 期号:7 页码:1903-1908
关键词	Optimization Social sciences Communicability Community detection Community structures Complex networks Modularity Real-world networks
ISSN号	1881803X
英文摘要	Identification and detection of the community structure is fundamental and important problem for analysis of complex network. To detect community structure precisely, the new quantitative function of communicability C is applied to evaluate the strength of community structure. The genetic algorithm is used to optimize the quantitative function of communicability C. The algorithm is illustrated and compared with GN algorithm by classic real world networks. Experimental results show optimizing the communicability C can reveal community structure more precisely. © 2012 ICIC International.
语种	英语
出版者	ICIC Express Letters Office, Tokai University, Kumamoto Campus, 9-1-1, Toroku, Kumamoto, 862-8652, Japan
内容类型	期刊论文
源URL	[http://ir.lut.edu.cn/handle/2XXMBERH/111511]
专题	兰州理工大学
作者单位	1.College of Economics and Management, Taiyuan University of Science and Technology, No. 66, Waliu Road, Wanbailin District, Taiyuan 030024, China 2.College of Economics and Management, Shanxi Normal University, No. 1, Gonyuan Street, Linfen 041004, China; 3.Division of System Simulation and Computer Application, Taiyuan University of Science and Technology, No. 66, Waliu Road, Wanbailin District, Taiyuan 030024, China; 4.College of Electrical and Information Engineering, Lanzhou University of Technology, No. 287, Langongping Road, Lanzhou 730050, China;
推荐引用方式 GB/T 7714	Liu, Jinxia,Zeng, Jianchao,Xue, Yaowen,et al. Genetic algorithm optimizing the quantitative function of communicability to detect community structure[J]. ICIC Express Letters,2012,6(7):1903-1908.
APA	Liu, Jinxia,Zeng, Jianchao,Xue, Yaowen,&Li, Zhang.(2012).Genetic algorithm optimizing the quantitative function of communicability to detect community structure.ICIC Express Letters,6(7),1903-1908.
MLA	Liu, Jinxia,et al."Genetic algorithm optimizing the quantitative function of communicability to detect community structure".ICIC Express Letters 6.7(2012):1903-1908.