Genetic algorithm optimizing the quantitative function of communicability to detect community structure | |
Liu, Jinxia1,3,4; Zeng, Jianchao3; Xue, Yaowen1,2; Li, Zhang1 | |
刊名 | ICIC Express Letters
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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. |
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