预测软件开发中一个典型任务实现所需时间的过程的数学建模

I. Yarosh, E. Pavlovskyi, I. A. Nazarova
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摘要

本文致力于为解决软件开发项目的典型问题预测时间劳动力成本的数学模型的创建、论证和验证。预测是由开发团队的单个员工根据关于每个典型任务持续时间的信息进行的。构建的模型考虑了有关员工完成具有一定数量的重复实现的任务的时间框架的信息。使用MatLab包中的cftool服务工具完成工作。实验验证了数学模型参数的充分性,并将所得结果与理论方法计算的指标进行了对比评价。
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MATHEMATICAL MODELING OF THE PROCESS OF FORECASTING THE TIME SPENT ON THE IMPLEMENTATION OF A TYPICAL TASK FOR SOFTWARE DEVELOPMENT
The article is devoted to the creation, justification and verification of a mathematical model for forecasting time labor costs for solving typical problems of a software development project. Forecasting is carried out on the basis of information about the duration of each typical task by an individual employee from the development team. The constructed model takes into account information about the time frame for the employee to complete the task with a certain number of repetitions of its implementation. The work was done using the cftool service tools of the MatLab package. The adequacy of the parameters of the mathematical model was checked experimentally, a comparative assessment of the results obtained with the indicators calculated by the theoretical method was carried out.
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