Agent-Based Simulation for Software Development Processes

被引：1

作者：

Ahlbrecht, Tobias ^{[1
]}

Dix, Juergen ^{[1
]}

Fiekas, Niklas ^{[1
]}

Grabowski, Jens ^{[2
]}

Herbold, Verena ^{[2
]}

Honsel, Daniel ^{[2
]}

Waack, Stephan ^{[2
]}

Welter, Marlon ^{[2
]}

机构：

[1] Tech Univ Clausthal, Dept Informat, Julius Albert Str 4, D-38678 Clausthal Zellerfeld, Germany

[2] Georg August Univ Gottingen, Inst Comp Sci, Goldschmidtstr 7, D-37077 Gottingen, Germany

来源：

MULTI-AGENT SYSTEMS AND AGREEMENT TECHNOLOGIES, EUMAS 2016 | 2017年 / 10207卷

关键词：

Agents; Simulation; Software/management processes; Software evolution; Mining software repositories; Conditional random fields;

D O I：

10.1007/978-3-319-59294-7_28

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Software development is a costly process and requires serious quality control on the management level: Managing a project with more than 10 programmers over several years is a highly nontrivial task. We are building tools for helping the manager to predict the future development of the project based on certain adjustable parameters. The main idea is to view the software process as agent-based simulation in a multiagent system (MAS). This approach requires combining three different areas: (1) mining patterns from past projects, (2) modeling the software development process in a multiagent environment, and (3) running the simulation on a scalable multiagent platform.

引用

页码：333 / 340

页数：8

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