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Economic Feasibility of Projects Using Triangular Fuzzy Numbers

机译:使用三角模糊数的项目的经济可行性

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The feasibility analysis of projects is an indispensable process for software development organizations. The intangible nature of software and the multiple criteria considered, introduce uncertainty in this process. This article proposes a method that uses triangular fuzzy numbers to evaluate traditional economic criteria Net Present Value, Internal Rate of Return, and Period of Recovery of Investment; which provides higher flexibility and certainty in the prediction. The article also presents the definitions of fuzzy economic criteria and discusses some variants for different cash flows. The proposal allows treating the variations that may occur during the life cycle of the project. The final value of the criteria is obtained by considering three possible scenarios: pessimistic, more accurate and optimistic. The proposal was applied experimentally, in 30 finished software projects. The target was to determine if there were significant differences in the order of feasibility of the projects, comparing the results obtained by the fuzzy economic criteria with those obtained by the traditional economic criteria. Significant differences were found in favor of the fuzzy economic criteria Net Present Value and Internal Rate of Return. Better results were achieved by fuzzy Period of Recovery of Investment, but, the difference was not statistically significant.
机译:对于软件开发组织来说,项目的可行性分析是必不可少的过程。软件的无形特性和所考虑的多个标准在此过程中引入了不确定性。本文提出了一种使用三角模糊数评估传统经济指标净现值,内部收益率和投资回收期的方法。在预测中提供了更高的灵活性和确定性。本文还介绍了模糊经济标准的定义,并讨论了不同现金流量的一些变体。该提案允许处理在项目生命周期中可能发生的变化。该标准的最终价值是通过考虑三种可能的情况得出的:悲观,更准确和乐观。该提案已在30个完成的软件项目中通过实验应用。目标是确定项目可行性顺序中是否存在显着差异,将模糊经济准则获得的结果与传统经济准则得出的结果进行比较。发现在模糊的经济标准净现值和内部收益率上存在显着差异。模糊的投资回收期取得了较好的结果,但差异无统计学意义。

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