吉林大学学报(工学版) ›› 2018, Vol. 48 ›› Issue (2): 545-550.doi: 10.13229/j.cnki.jdxbgxb20161293

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面向对象软件系统演化模型

马健1, 樊建平2, 刘峰1, 李红辉1   

  1. 1.北京交通大学 计算机与信息技术学院,北京 100044;
    2.中国科学院 深圳先进技术研究院,广东 深圳 518055
  • 收稿日期:2016-11-29 出版日期:2018-03-01 发布日期:2018-03-01
  • 作者简介:马健(1985-),女,博士研究生.研究方向:复杂网络. E-mail:13112083@bjtu.edu.cn
  • 基金资助:
    “863”国家高技术研究发展计划项目(2015AA043701)

The evolution model of objective-oriented software system

MA Jian1, FAN Jian-ping2, LIU Feng1, LI Hong-hui1   

  1. 1.School of Computer Science and Information Technology, Beijing Jiaotong University, Beijing 100044, China;
    2.Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, China
  • Received:2016-11-29 Online:2018-03-01 Published:2018-03-01

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摘要： 提出了一种基于局域事件的软件网络演化模型,该模型以面向对象软件系统为研究对象,对BA无标度网络模型进行改进,增加了添加节点、添加边、删除边和边的重连等局域事件,模拟软件网络的演化过程。实验结果表明,该模型演化生成网络的度分布服从衰减幂律分布,模型能较好地描述真实软件的演化增长情况,并且与真实软件网络的度分布基本一致,仿真实验验证了该模型的有效性。同时,该模型可以对面向对象软件网络结构进行模拟和评价。

关键词: 计算机软件, 软件演化, 无标度网络, 度分布, 复杂网络

Abstract: An evolution model of software networks based on local events is proposed. The model uses objective-oriented software systems as research object and improves the BA scale-free network model. By adding local events, such as addition of nodes, addition of edges, removal of edges and rewriting edges, the proposed model simulates the evolution of software networks. Simulation results show that the degree distribution of the network generated by this model follows power law distribution. The model can simulate the evolution process of real software, and the degree distribution is in agreement with that of real software network, which validates the proposed model. Meanwhile, the proposed model can simulate and evaluate the structures of object-oriented software networks.

Key words: computer software, software evolution, scale-free network, degree distribution, complex network

中图分类号: 

  • TP311
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