Project scheduling with alternative technologies: Incorporating varying activity duration variability

S. Creemers, R. Leus, B. D. Reyck
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引用次数: 7

Abstract

We look into project scheduling with expected-NPV objective and stochastic activity durations. Individual activities carry a risk of failure, and an activity's failure can cause the overall project to fail. More than one alternative may exist for reaching intermediate project deliverables, and these alternatives can be implemented either in parallel or sequentially. In this paper, optimal solutions to the scheduling problem are found by means of stochastic dynamic programming. We examine the impact of the variability of activity durations on the project's value. We also illustrate that higher operational variability does not always lead to lower project values, meaning that (sometimes costly) variance-reduction strategies are not always advisable.
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采用可选技术的项目调度:结合不同的活动持续时间可变性
我们研究了具有预期净现值目标和随机活动持续时间的项目调度。单个活动有失败的风险,而一个活动的失败会导致整个项目的失败。可能存在多个替代方案来达到中间项目可交付成果,并且这些替代方案可以并行或顺序地实现。本文利用随机动态规划方法,找到了调度问题的最优解。我们检查活动持续时间的可变性对项目价值的影响。我们还说明了更高的操作可变性并不总是导致更低的项目价值,这意味着(有时是昂贵的)方差减少策略并不总是可取的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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