论文标题
使用非线性回归分析从用例图中对软件努力估算
Software Effort Estimation from Use Case Diagrams Using Nonlinear Regression Analysis
论文作者
论文摘要
在软件生命周期的早期阶段，软件努力估算是项目经理最重要，最艰巨的任务之一。在这项研究中，提出了一个基于非线性回归分析的新模型，以预测用例图中的软件工作。可以得出结论，如果软件大小从小到非常大，则无法应用一个线性或非线性方程式，无法应用。我们具有三个不同非线性回归方程式的模型可以在软件大小中结合不同的范围。
Software effort estimation in the early stages of the software life cycle is one of the most essential and daunting tasks for project managers. In this research, a new model based on non-linear regression analysis is proposed to predict software effort from use case diagrams. It is concluded that, where software size is classified from small to very large, one linear or non-linear equation for effort estimation cannot be applied. Our model with three different non-linear regression equations can incorporate the different ranges in software size.
