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具有高簇系数的权重演化无标度网络模型
  • ISSN号：1672-3813
  • 期刊名称：《复杂系统与复杂性科学》
  • 时间：0
  • 分类：N94[自然科学总论—系统科学] TP1[自动化与计算机技术—控制科学与工程;自动化与计算机技术—控制理论与控制工程]
  • 作者机构：[1]东北大学信息科学与工程学院,沈阳110004, [2]青岛大学复杂性科学研究所,山东青岛266071
  • 相关基金：国家自然科学基金（60874024）;国家863计划基金（2004AA412030）
作者： 井元伟[1], 郝彬彬[1], 张嗣瀛[1,2]
关键词： 权重网络, 无标度网络, 模块结构, 三角结构, 簇系数, weighted networks, scale-free networks, modular structure, triad formation, clustering coefficient
中文摘要：

提出了一个演化的权重无标度网络模型。在传统的加权网络模型的强度优先连接机制基础上，考虑了网络按照模块结构和三角结构进行演化的特性。研究了模块结构和三角结构的演化机制对无标度模型结构特性的影响。仿真结果表明该权重网络的度、强度和权值都服从幂率分布，网络的平均强度与度之间具有高相关特性，网络的平均簇系数与度的函数关系服从幂率分布，模块结构和三角结构的演化机制能够显著提高网络的簇系数。

英文摘要：

A weighted evolving model of scale-free network is proposed. Modular structure and triad formation are considered in process of evolving based on traditional strength preferential selection mechanism of weithted networks. The effects of modular structure and triad formation on the structure of our evolving scale-free model are investigated. The evolution of degree, strength, weight exhibit the power-law distributions. Highly correlated with the degree, the average strength displays scale-free property in our model. The average clustering coefficient exhibits a power-law decay as a function of degree of node. Modular structure and triad formation mechanism can distinctly enhance the clustering coefficient of network.

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期刊信息
  • 《复杂系统与复杂性科学》
  • 中国科技核心期刊
  • 主管单位:山东省教育厅
  • 主办单位:青岛大学
  • 主编：张嗣瀛
  • 地址：青岛市宁夏路308号
  • 邮编：266071
  • 邮箱：fzkxbjb@qdu.edu.cn
  • 电话：0532-85953597
  • 国际标准刊号：ISSN：1672-3813
  • 国内统一刊号：ISSN：37-1402/N
  • 邮发代号:
  • 获奖情况:
  • 中国科技论文在线优秀期刊二等奖
  • 国内外数据库收录:
  • 荷兰文摘与引文数据库,美国工程索引,美国剑桥科学文摘,中国中国科技核心期刊,中国北大核心期刊（2011版）,中国北大核心期刊（2014版）
  • 被引量:2583