Estimation in agile environment using resistance factors

R. Popli, N. Chauhan
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引用次数: 11

Abstract

The estimation of cost and effort is a critical task in Agile environment because of its dynamic nature. It has been observed that the current Agile methods mostly depends on historical data of project for estimation of cost, size, effort and duration and these methods are not efficient in absence of historical data. So there is need of an algorithmic method, which can calculate cost and effort of the project. In our previous work [2] some project-related factors and people-related factors were considered on the basis of which size as well as duration of the project was calculated. However, several other resistance factors may also affects estimation in the Agile dynamic environment. In this work an Algorithmic estimation method is being proposed that calculates more accurate release date, cost, effort and duration for the project by considering various factors. The effectiveness and feasibility of the proposed algorithm has been shown by considering two cases in which different levels of factors are taken and compared.
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基于阻力因子的敏捷环境估计
由于敏捷环境的动态性,成本和工作量的估算是一项关键任务。据观察,目前的敏捷方法大多依赖于项目的历史数据来估算成本、规模、工作量和持续时间,这些方法在缺乏历史数据的情况下效率低下。因此,需要一种能够计算工程成本和工作量的算法方法。在我们之前的工作[2]中,我们考虑了一些与项目相关的因素和与人相关的因素,并以此为基础计算了项目的规模和持续时间。然而,其他几个阻力因素也可能影响敏捷动态环境中的评估。在这项工作中,提出了一种算法估计方法,通过考虑各种因素来计算更准确的项目发布日期、成本、工作量和持续时间。通过考虑两种不同程度的因素,并对其进行比较,证明了该算法的有效性和可行性。
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