基于设计结构矩阵优化算法的体系结构模块视图恢复
Recovery of Architecture Module Views using an Optimized Algorithm Based on Design Structure Matrices
摘要:
设计结构矩阵(DSM)用于表示高级系统结构,对设计实体之间的交互进行建模。DSM用于许多可视化和抽象活动。在这项工作中,我们提出了使用现有的DSM聚类算法来恢复软件架构模块的意见。为了使其适用于这一领域,优化已被证明是必要的。通过对原算法的性能分析和参数整定实现了该算法。结果表明,DSM聚类可以替代其他聚类算法。
英文摘要:
Design structure matrices (DSMs) are useful to represent high-level system structure, modeling interactions between design entities. DSMs are used for many visualization and abstraction activities. In this work, we propose the use of an existing DSM clustering algorithm to recover software architecture module views. To make it suitable to this domain, optimization has proved necessary. It was achieved through performance analysis and parameter tuning on the original algorithm. Results show that DSM clustering can be an alternative to other clustering algorithms.
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