典型文献
Multifractal analysis of the software evolution in software networks
文献摘要：
As the scale and complexity have been increased in software systems,developers place more emphases on software engineering and system designs.Software architecture is evolved with update of softwares,and it plays a fundamental role in determining quality of software systems.Multifractal characteristics of software networks can reflect software quality.In this paper,we construct a software network from the dependencies between object classes,and gain a deep understanding of software through network analysis.To be specific,multifractal analysis of the software network is performed based on a modified box-covering algorithm that yields fewer boxes.We verify that software with different functions and depen-dencies is multifractal.Further,different versions of the software are compared to discover the evolution of the software architecture.The results show that the singularity of class dependencies decreases as the software is updated.This trend leads to a more specific division of functions between software modules.One of the visible advantages of our work is that it allows the characterization of software structures at the code level.The methodology and results of this paper provide new insights into the evaluation and design of large-scale software systems.
文献关键词：
中图分类号：
作者姓名：
Meili Liu;Xiaogang Qi;Hao Pan
作者机构：
School of Mathematics and Statistics,Xidian University,Xi'an 0710071,China
文献出处：
引用格式：
[1]Meili Liu;Xiaogang Qi;Hao Pan-.Multifractal analysis of the software evolution in software networks)[J].中国物理B（英文版）,2022(03):233-240
A类：
softwares,dencies
B类：
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AB值：
0.509498
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