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Application of Software Engineering Based on Complex Networks

Author: ZhouBeiPing
Tutor: MaJieLiang
School: Nanjing University of Information Engineering
Course: System Analysis and Integration
Keywords: complex network relationship graph nodes agglomeration of software scale-free network
CLC: TP311.5
Type: Master's thesis
Year: 2008
Downloads: 391
Quote: 0
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With the software used rapid development, the structure of software design is increasingly complicated, and the human understanding and control of software systems development often seem unattainable goals. As a result, the traditional software engineering is complex and scalable. With the development of complex network theory recently, we find the theory provides new view to study this field. The theory regards complex macrostructure systems as a network, analyzes their structural characters, such as topology, cause of formation, evolution and applications. It reveals the explicit ordered facts behind complex phenomena. Researches of complex network are always aim to discover these facts, Therefore, the new study of complex network can analyze some questions of software engineering, which is the base for the research on this paper.This paper introduces the concept of complex network and describes the metrics methods of software engineering. This paper consists of three parts:Firstly, the paper describes the nodes agglomeration of software based on complex network, which solves the problem of current software metrics. Software relationship models and the algorithms are designed as to measure the quality of software maintenance.Secondly, a conclusion that the high nodes agglomeration of software system has loose coupling is draw by analyzed dialog models and document models in MFC.Finally, the model of software enterprises based on the complex network is proposed. The author enrolls software enterprises network in the study of software engineering because of its significance. This paper discovers the characteristic of scale-free and small world effect in the model.

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CLC: > Industrial Technology > Automation technology,computer technology > Computing technology,computer technology > Computer software > Program design,software engineering > Software Engineering
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