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

	Genetic algorithm optimizing the quantitative function of communicability to detect community structure
	Liu, Jinxia 1,2,4; Zeng, Jianchao 2; Xue, Yaowen 3,4; Li, Zhang 4
	2012-07-01
发表期刊	ICIC Express Letters
ISSN	1881803X
卷号	6 期号:7 页码:1903-1908
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.
关键词	Optimization Social sciences Communicability Community detection Community structures Complex networks Modularity Real-world networks
收录类别	EI
语种	英语
出版者	ICIC Express Letters Office, Tokai University, Kumamoto Campus, 9-1-1, Toroku, Kumamoto, 862-8652, Japan
EI入藏号	20122215065652
EI主题词	Genetic algorithms
EI分类号	723 Computer Software, Data Handling and Applications - 921 Mathematics - 921.5 Optimization Techniques - 971 Social Sciences
来源库	Compendex
分类代码	723 Computer Software, Data Handling and Applications - 921 Mathematics - 921.5 Optimization Techniques - 971 Social Sciences
文献类型	期刊论文
条目标识符	https://ir.lut.edu.cn/handle/2XXMBERH/111511
专题	兰州理工大学
作者单位	1.College of Electrical and Information Engineering, Lanzhou University of Technology, No. 287, Langongping Road, Lanzhou 730050, China; 2.Division of System Simulation and Computer Application, Taiyuan University of Science and Technology, No. 66, Waliu Road, Wanbailin District, Taiyuan 030024, China; 3.College of Economics and Management, Shanxi Normal University, No. 1, Gonyuan Street, Linfen 041004, China; 4.College of Economics and Management, Taiyuan University of Science and Technology, No. 66, Waliu Road, Wanbailin District, Taiyuan 030024, China
第一作者单位	兰州理工大学
第一作者的第一单位	兰州理工大学
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.