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A GA-based fuzzy optimal model for construction time--cost trade-off

机译:基于遗传算法的施工时间—成本权衡的模糊优化模型

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Owing to different resource utilization, activity duration might need to be adjusted and the project direct cost could also change accordingly. Moreover, activity duration is uncertain due to variations in the outside environment, such as weather, site congestion, productivity level, etc. A new optimal construction time-cost trade-off method is proposed in this paper, in which the effects of both uncertain activity duration and time-cost trade-off are taken into account. Fuzzy set theory is used to model the uncertainties of activity durations. A searching technique using genetic algorithms (GAs) is adopted to search for the optimal project time-cost trade-of T profiles under different risk levels. The method provides an insight into the optimal balance of time and cost under dif ferent risk levels defined by decision makers.
机译:由于资源利用率不同,可能需要调整活动持续时间,并且项目直接成本也可能随之更改。此外,由于天气,工地拥挤,生产力水平等外界环境的变化,活动持续时间不确定。本文提出了一种新的最佳施工时间-成本折衷方法,在该方法中,两个因素的影响都是不确定的。活动持续时间和时间成本折衷考虑在内。模糊集理论用于建模活动持续时间的不确定性。采用遗传算法(GAs)的搜索技术来搜索不同风险水平下的最佳项目时间成本交易T型​​图。该方法可以洞悉决策者定义的不同风险水平下的时间和成本的最佳平衡。

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