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A Novel Resource-Leveling Approach for Construction Project Based on Differential Evolution

机译:基于差异进化的建设项目资源均衡新方法

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In construction engineering, project schedules are commonly established by the critical path method. Nevertheless, these schedules often lead to substantial fluctuations in the resource profile that are not only impractical but also costly for the contractors to execute. Therefore, in order to smooth out the resource profile, construction managers need to perform resource-leveling procedures. This paper proposes a novel approach for resource leveling, named as resource leveling based on differential evolution (RLDE). The performance of the RLDE is compared to that of Microsoft Project software, the genetic algorithm, and the particle swarm optimization algorithm. Experiments have proved that the newly developed method can deliver the most desirable resource-leveling result. Thus, the RLDE is an effective method and it can be a useful tool for assisting managers/planners in the field of project management.
机译:在建筑工程中,通常通过关键路径法来确定项目进度表。但是,这些时间表通常会导致资源配置文件的大幅波动,这不仅不切实际,而且对承包商的执行造成了高昂的成本。因此,为了简化资源配置文件,施工经理需要执行资源均衡过程。本文提出了一种新的资源均衡方法,称为基于差分进化(RLDE)的资源均衡。将RLDE的性能与Microsoft Project软件,遗传算法和粒子群优化算法的性能进行了比较。实验证明,新开发的方法可以提供最理想的资源均衡结果。因此,RLDE是一种有效的方法,并且可以成为在项目管理领域协助经理/计划人员的有用工具。

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