基于模糊逻辑技术的软件质量预测

Saumendra Pattnaik, B. K. Pattanayak, S. Patnaik
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引用次数: 1

摘要

在全球市场上,软件质量的价值是软件行业的一个主要因素。在大多数情况下,软件质量需要被量化和度量。以前,许多模型,如ISO模型、McCall模型、Boehm模型等,已被用于量化决定软件质量的参数。通过分析产品的所有特征,可以判断软件的质量。为了更精确地量化软件质量因素,本文提出了一种新的实用模型,该模型是对现有ISO模型的改进。由于决定软件质量的属性的性质,基于模糊逻辑的方法被认为是现有各种机器学习技术中较好的技术。本文采用simulink工具构建运行模型,有助于提高软件的质量。
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Software Quality Prediction Using Fuzzy Logic Technique
In the global market, the value of software quality is a major factor in software industries. In a majority of cases, software quality needs to be quantified and measured. Previously, many models like the ISO model, the McCall model, the Boehm model, etc., have been used for the quantification of the parameters which determine the software quality. The software quality can be judged by analyzing all the characteristics of the product. In this article, a new pragmatic model which is the modification of the existing ISO Model has been proposed in order for the quantification of the software quality factors in a more precise way. Because of the nature of the attributes which determine the software quality, a Fuzzy logic-based approach is considered to be a better technique among various existing machine learning techniques. Here, the simulink tool is used for constructing the running model which helps the net quality of the software.
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