›› 2016, Vol. 29 ›› Issue (7): 58-.

• 论文 • 上一篇    下一篇

基于LabVIEW的BA无标度网络演化模拟软件

周茜,陈佳莹,刘海洋,王玫宝,吕孟轩,刘松,刘歌群   

  1. (上海理工大学 光电信息与计算机工程学院,上海 200093)
  • 出版日期:2016-07-15 发布日期:2016-07-15
  • 作者简介:周茜(1992-),女,硕士研究生。研究方向:复杂网络。刘歌群(1974-),男,博士后,讲师,硕士生导师。研究方向:复杂网络与计算机控制。
  • 基金资助:

    沪江基金资助项目(C14002);上海理工大学光电信息与计算机工程学院教师创新能力建设基金资助项目(GDCX-Y-1212);上海市大学生创新创业训练计划基金资助项目(SH2013047;SH2015037)

Simulation Software for Evolution of BA Scalefree Networks Based on LabVIEW

ZHOU Qian, CHEN Jiaying, LIU Haiyang, WANG Meibao, L Mengxuan, LIU Song, LIU Gequn   

  1.  (School of OpticalElectrical and Computer Engineering, University of Shanghai for 
    science &Technology, Shanghai 200093, China)
  • Online:2016-07-15 Published:2016-07-15

摘要:

BA无标度网络模型可对自然界和人类社会中大多数的网络演化特征进行描述。然而目前还没有一种可以描述BA无标度网络增长特性和优先连接特性的演化模拟软件。针对软件的缺失,设计了基于LabVIEW与Matlab的BA无标度网络演化模拟软件。利用LabVIEW构建人机界面和实现动态演化,并以Matlab计算邻接矩阵、节点度和连接概率等数据。最终实现每点击一次增长按钮,就会增加一个节点的BA无标度网络演化的动态显示。该软件有利于学习和理解BA无标度网络模型。通过BA无标度网络演化示例进行结果验证表明,软件不仅能够演示网络演化过程,还可动态计算邻接矩阵、节点度和连边概率。

关键词: LabVIEW, Matlab, BA无标度网络

Abstract:

BA scale free network model describes the evolutionary character of most networks in nature and human society. However, we lack software to simulate the evolution of BA network to illustrate its properties of growth and preferential attachment. In view of the lack, we developed a software package via Labview combined with Matlab. We apply Labview to construct the humanmachine interface and to realize the evolution animation. Matlab is utilized to compute all the data such as adjacent matrix, node degrees and attachment probabilities. The evolution of the network can be vividly shown by adding node after node when a command button is clicked again and again. The software is beneficial to learn and understand the BA model of scale free networks. An example the BA scalefree evolution is given, and the results show that the software is capable not only of displaying the process of the network evolution, but also of dynamic calculation of the adjacent matrix, node degrees and attachment probabilities.

Key words: LabVIEW , Matlab, BA scale free network

中图分类号: 

  • TN941.4