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Research on Complex Network Modeling Based on Multiple Generalized Operator
Author(s): ZHAO Yu-Hong, WU Ai-Yan, ZHENG Xue-Feng, TU Xu-Yan
Pages: 267-
270
Year: 2013
Issue:
6
Journal: Computer Simulation
Keyword: Multiple generalized operator model; Complex network; Relation operator; Decomposing-combining;
Abstract: 复杂网络的研究显示,不同系统在经历时空演化从最初简单状态涌现出同样结构特征的现象.针对不同的内在结构却表现出同样外部特征的特点,比较符合于广义算子模型的研究思路.提出一种适合复杂网络的普适建模方法,在分析融合多重广义算子模型和复杂网络的研究成果基础上,将广义算子模型应用于复杂网络的建模中.建模过程采用“分解-联结”的方式.首先根据系统的结构特征进行分解,分别建立广义算子和关系算子,然后联结形成复杂网络的广义算子模型.最后可用于Internet的建模中,证明了模型的简单性、灵活性和有效性.
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