基于线性调度的建筑施工时费权衡问题的简化求解

IF 1 Q4 ENGINEERING, CIVIL Jordan Journal of Civil Engineering Pub Date : 2023-04-01 DOI:10.14525/jjce.v17i2.10
Ö. Bettemir
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引用次数: 1

摘要

对于承包商来说,时间成本权衡是一个重要的优化问题,因为它的最优解使项目总成本最小化。时间-成本权衡问题的形成导致了一项重要的工作量,因为该问题需要准备不同的施工成本和活动的工期备选方案。以前的研究侧重于问题的最佳解决方案,而忽略了为活动准备不同施工方案的困难,这对承包商来说是一项非常困难的任务。在这项研究中,由不同的时间和成本值组成的施工备选方案的创建是自动化的。构造项目的土方量是根据结构图元的用户定义尺寸计算的。工艺和材料要求通过预定义的工作描述和数量计算值进行计算。通过分配不同的船员人数形成不同的施工方案,并通过文献中得出的回归模型估计船员的工作效率来计算相应的施工工期。主要施工项目的优先级关系是预先定义的,施工进度表是由工作日的平衡线形成的。该问题通过遗传算法进行优化,通过实验设计对遗传算法的参数进行微调。所开发的方法在电子表格应用程序上实现,包括数据输入在内的整个优化过程在配备i5 CPU的台式计算机上在一个半小时内完成。本研究通过提出一种系统的方法来形成时间-成本权衡问题的施工方案,为相关文献做出了贡献。所提出的方法有利于承包商和项目经理以最小的努力和成本形成和解决时间成本权衡问题。关键词:时间成本权衡,遗传算法,平衡线,优化,实验设计。
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Simplified Solution of Time-Cost Trade-off Problem for Building Constructions by Linear Scheduling
Time-cost trade-off is an important optimization problem for contractors, because its optimum solution minimizes the total project cost. Formation of the time-cost trade-off problem causes an important workload, since the problem requires preparation of different construction cost and duration alternatives of the activities. Previous studies focused on the optimum solution of the problem and ignored the difficulties of the preparation of the different construction alternatives for the activities, which is a very difficult task for contractors. In this study, the creation of construction alternatives consisting of different time and cost values is automated. Quantity take-off of construction items is computed by user-defined dimensions of structural elements. Workmanship and material requirements are computed by pre-defined job descriptions and quantity take-off values. Different construction alternatives are formed by assigning different crew sizes and the corresponding construction durations are computed by estimating the job efficiency of the crew by regression models derived from the literature. Precedence relationships of the main construction items are pre-defined and the construction schedule is formed by a line of balance in terms of work days. The problem is optimized by a genetic algorithm the parameters of which are fine-tuned by experimental design. The developed approach is implemented on a spreadsheet application and the total optimization process including data entry is completed in one and a half hour on a desktop computer with i5 CPU. This study contributes to relevant literature by proposing a systematic approach for the formation of construction alternatives of the time-cost trade-off problem. The proposed approach can be beneficial for contractors and project managers to form and solve the time-cost trade-off problem with minimum endeavor and cost. KEYWORDS: Time-cost trade-off, Genetic algorithm, Line of balance, Optimization, Experimental design.
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来源期刊
CiteScore
2.10
自引率
27.30%
发文量
0
期刊介绍: I am very pleased and honored to be appointed as an Editor-in-Chief of the Jordan Journal of Civil Engineering which enjoys an excellent reputation, both locally and internationally. Since development is the essence of life, I hope to continue developing this distinguished Journal, building on the effort of all the Editors-in-Chief and Editorial Board Members as well as Advisory Boards of the Journal since its establishment about a decade ago. I will do my best to focus on publishing high quality diverse articles and move forward in the indexing issue of the Journal.
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