| 复杂网络中的二阶邻居网络 |
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| 引用本文： | 张伟,汲长飞,童向荣.复杂网络中的二阶邻居网络[J].吉林大学学报(工学版),2013,43(2):404-409. |
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| 作者姓名： | 张伟 汲长飞 童向荣 |
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| 作者单位： | 烟台大学计算机科学与技术学院智能信息处理实验室,山东烟台,264005 |
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| 基金项目： | 国家自然科学基金项目(61170224);山东省自然科学基金项目(ZR2011FL018);山东高等学校科研计划项目(J11LG35,J10LG27);山东省科技攻关项目(JS12K21) |
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| 摘 要： | 基于以单个节点为中心的两层邻居网络,研究了复杂网络中的局部拓扑结构,提出邻居度等相关概念,分析了邻居度在复杂网络中信息的传递控制、MAS中的结构自组织、系统的鲁棒性以及网络社区发现等方面的应用,其中通过邻居度的分解可以有效地对Zachary社会关系网进行社区划分。
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| 关 键 词： | 人工智能 邻居度 MAS 信息控制 网络社区发现 |
Second-order neighborhoods in complex network |
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| ZHANG Wei,JI Chang-fei,TONG Xiang-rong.Second-order neighborhoods in complex network[J].Journal of Jilin University:Eng and Technol Ed,2013,43(2):404-409. |
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| Authors: | ZHANG Wei JI Chang-fei TONG Xiang-rong |
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| Affiliation: | (Laboratory of Intelligent Information Processing,School of Computer Science and Technology,Yantai University,Yantai 264005,China) |
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| Abstract: | The local topological structure in complex network is studied based on a two layer depth network,which is centered by a node.Some concepts used in neighborhood network are proposed,one of which is called neighborhood-degree.By analysis,it is found that neighborhood network can be applied in Internet's information transfer and control,self-adaptation in agent organization,network's robustness and community discovery.By decomposing the neighborhood-degree,the community segmentation of Zachary social network can be effectively conducted,and the result is in good agreement with real situation. |
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| Keywords: | artificial intelligence neighbourhoods-degree multi-agent system information control community discovery |
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