Atıf İçin Kopyala
Bettemir Ö. H., Yücel T.
JORDAN JOURNAL OF CIVIL ENGINEERING, cilt.17, sa.2, ss.293-309, 2023 (ESCI)
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Yayın Türü:
Makale / Tam Makale
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Cilt numarası:
17
Sayı:
2
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Basım Tarihi:
2023
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Doi Numarası:
10.14525/jjce.v17i2.10
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Dergi Adı:
JORDAN JOURNAL OF CIVIL ENGINEERING
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Derginin Tarandığı İndeksler:
Emerging Sources Citation Index (ESCI), Scopus, Academic Search Premier, Arab World Research Source, Compendex
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Sayfa Sayıları:
ss.293-309
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İnönü Üniversitesi Adresli:
Evet
Özet
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.