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Multiobjective Optimization Model for Planning Repetitive Construction Projects

机译:规划重复建设项目的多目标优化模型

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Minimizing the duration of repetitive construction projects such as high-rise buildings and highway construction often requires interrupting the work continuity of construction crews and/or utilizing overtime hours. Available scheduling models for repetitive construction projects can generate optimal trade-offs between minimizing project duration and crew work interruptions; however, they are incapable of minimizing the use of overtime hours. This paper developed a novel multiobjective optimization model for repetitive construction projects that is capable of generating optimal trade-offs among project duration, work interruptions, and overtime use. The model was developed in three main phases (1) a formulation phase that identified all relevant decision variables and formulated the three objective functions of the model; (2) an implementation phase that executed the model computations using multiobjective genetic algorithms; and (3) a performance evaluation phase. The results of this performance evaluation confirmed that the model outperforms existing models in minimizing the use of overtime hours, and generating optimal trade-offs among project duration, crew work interruptions, and overtime use. (C) 2021 American Society of Civil Engineers.
机译:最小化重复建设项目的持续时间,如高层建筑和公路建设,通常需要中断建筑机组人员的工作连续性和/或利用加班时间。可用的重复建设项目的调度模型可以在最小化项目持续时间和机组工作中断之间产生最佳权衡;但是,它们无法最大限度地减少使用加班时间。本文为重复建设项目开发了一种新型多目标优化模型,能够在项目持续时间,工作中断和加班使用中产生最佳权衡。该模型是三个主要阶段(1)的制定阶段,确定了所有相关决策变量,并制定了模型的三个目标职能; (2)使用多目标遗传算法执行模型计算的实施阶段; (3)性能评估阶段。这种性能评估的结果证实了该模型在最大限度地减少使用加班时间,并在项目持续时间,船员工作中断和加班使用中产生最佳权衡的最佳权衡。 (c)2021年美国土木工程师协会。

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