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Mixed-Integer Linear Programming Approach for Scheduling Repetitive Projects with Time-Cost Trade-Off Consideration

机译:考虑时间成本权衡的重复项目的混合整数线性规划方法

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This paper studies a repetitive project scheduling problem considering multiple crews and fixed logic with the objective to minimize the total cost without exceeding a given deadline. Multiple crews means that an activity can be performed simultaneously in several units by hiring additional crews, whereas fixed logic indicates that for each activity the units assigned to the same crew must be performed by a fixed construction sequence. Existing research works use heuristic methods to solve the problem without formulating an explicit model for further analysis. In this paper, we adopt the mixed-integer programming approach to construct an exact model. To handle large-size problems, an approximate model with reduced number of constraints and variables is further presented. Extensive computational experiments demonstrate that the exact model is capable of finding optimal solutions for medium-size problems in a reasonable amount of time, and the approximate model produces good feasible solutions for large-size problems in an accepted length of time. (C) 2016 American Society of Civil Engineers.
机译:本文研究了一个考虑多个工作人员和固定逻辑的重复项目计划问题,目的是在不超过给定期限的情况下将总成本降至最低。多名工作人员意味着可以通过雇用更多的工作人员同时在多个单元中同时执行一项活动,而固定逻辑表明,对于每种活动,分配给同一工作人员的单元必须按固定的施工顺序执行。现有的研究工作使用启发式方法来解决问题,而没有建立明确的模型进行进一步分析。在本文中,我们采用混合整数编程方法来构建精确模型。为了处理大型问题,进一步提出了具有减少的约束和变量数量的近似模型。大量的计算实验表明,精确模型能够在合理的时间内找到中型问题的最优解,而近似模型可以在可接受的时间内为大型问题提供良好的可行解。 (C)2016年美国土木工程师学会。

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