It is well known over the recent years that measuring the success of projects under the umbrella of project management is inextricably linked with the associated cost, time, and quality. Most of the previous researches in the field assigned a separate mathematical model for each criterion, then numerical methods or search techniques were applied to obtain the optimal trade-off between the three criteria. However in this paper, the problem was addressed by linear multi-objective optimization using only one fuzzy mathematical model. The three criteria were merged in a single non-linear membership function to find the optimal trade-off. Finally, the proposed model is tested and validated using numerical examples.
翻译:近年来众所周知,在项目管理框架下衡量项目成功与否与成本、时间和质量密切相关。该领域以往大多数研究为每个准则分别建立数学模型,再通过数值方法或搜索技术获取三者间的最优权衡。然而本文采用单一模糊数学模型通过线性多目标优化解决该问题。将三个准则整合为单一非线性隶属函数以寻求最优权衡,最后通过数值算例对所提模型进行测试与验证。