Applying Modular Decomposition in Simulink

Monika Jaskolka, Stephen Scott, Vera Pantelic, Alan Wassyng, M. Lawford
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引用次数: 3

Abstract

Modular decomposition is widely used in software engineering to support design, testing and maintenance of software intensive systems. Model-Based Development (MBD) is a paradigm for developing complex software systems using graphical approaches, with MathWorks’ Simulink being a popular choice. How to develop modular Simulink models with stable interfaces, that facilitate understanding and testing, and achieve low coupling and high cohesion, is relatively understudied. This paper applies a new modular decomposition approach to Simulink case studies from the aerospace and nuclear domains. We evaluate how well it supports information hiding, and its impact on coupling and cohesion, interface complexity, cyclomatic complexity, testability, and performance.
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模块化分解在Simulink中的应用
模块化分解在软件工程中广泛应用,以支持软件密集型系统的设计、测试和维护。基于模型的开发(MBD)是一种使用图形方法开发复杂软件系统的范例,MathWorks的Simulink是一种流行的选择。如何开发具有稳定接口的模块化Simulink模型,以方便理解和测试,并实现低耦合和高内聚,这方面的研究相对较少。本文将一种新的模块化分解方法应用于航空航天和核领域的Simulink案例研究。我们评估了它对信息隐藏的支持程度,以及它对耦合和内聚、接口复杂性、圈复杂度、可测试性和性能的影响。
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