向量复杂网络及其在复杂系统建模中的应用  

Vector Complex Network and Its Application in Complex System Modeling

作　　者：任晓玲 孟坤[1] REN Xiao-Ling;MENG Kun(Computer School,Beijing Information Science and Technology University,Beijing 100101,China)

机构地区：[1]北京信息科技大学计算机学院,北京100101

出　　处：《计算机系统应用》2021年第9期309-316,共8页Computer Systems & Applications

基　　金：国家自然科学基金(61502039);2019年促进高校内涵发展科技创新服务能力建设项目(5112011019);北京信息科技大学2019年度科技计划一般项目(KM201911232002)。

摘　　要：本文在传统的复杂网络建模基础上提出了一种基于向量复杂网络的建模方法,该方法能够针对节点的异质性对复杂的系统进行整体化建模.基于业务特性,通过分层建模的思想对不同业务导向的网络进行建模,采用基于业务驱动的复杂系统建模算法,将不同网络模型进行组网.进而研究具有多种类型的复杂系统的建模.最后,以智能电网为例验证了该方法的有效性.This study proposes a vector-based complex network modeling method on the basis of the relevant traditional method,which can model the entire complex system according to the heterogeneity of nodes.Depending on business characteristics,different business networks are modeled by virtue of the idea of hierarchical modeling,and businessdriven complex system modeling algorithms are used for the networking of different networks.The network splitting algorithm is used for partial splitting of complex systems to analyze local performance.The proposed method not only reduces the complexity of modeling but also enriches the expressive ability of the model,which is of great significance to the analysis of complex systems.Finally,a smart grid is taken as an example to verify the effectiveness of the method.

关 键 词：复杂系统建模 CPS 智能电网 复杂网络 向量复杂网络 

分 类 号：O157.5[理学—数学]