Açık Akademik Arşiv Sistemi

Cost assessment of construction projects through neural networks

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dc.contributor.authors Gulcicek, U; Ozkan, O; Gunduz, M; Demir, IH;
dc.date.accessioned 2020-02-26T08:45:25Z
dc.date.available 2020-02-26T08:45:25Z
dc.date.issued 2013
dc.identifier.citation Gulcicek, U; Ozkan, O; Gunduz, M; Demir, IH; (2013). Cost assessment of construction projects through neural networks. CANADIAN JOURNAL OF CIVIL ENGINEERING, 40, 579-574
dc.identifier.issn 0315-1468
dc.identifier.uri https://doi.org/10.1139/cjce-2012-0442
dc.identifier.uri https://hdl.handle.net/20.500.12619/49837
dc.description.abstract Construction performance parameters have experienced greater international attention and discussion in recent years. In this study, the change in the load-bearing system cost of a reinforced concrete housing estate building was investigated in relation to the building importance factor, earthquake region, soil type, floor area, and the number of stories. Three different housing estate projects with seven and fifteen stories were investigated. The structural design calculations were performed according to four different soil types, four different earthquake regions, and four different importance factors. With regards to each combination, project costs were calculated. The changes in the cost were examined with artificial neural network and multiple regression models. According to the results of the analysis, the building importance factor was the most significant component, while earthquake region was the second most significant, followed by the factors of the number of floors and the soil type.
dc.language English
dc.publisher CANADIAN SCIENCE PUBLISHING, NRC RESEARCH PRESS
dc.subject Engineering
dc.title Cost assessment of construction projects through neural networks
dc.type Article
dc.identifier.volume 40
dc.identifier.startpage 574
dc.identifier.endpage 579
dc.contributor.department Sakarya Üniversitesi/Teknik Eğitim Fakültesi/Yapı Eğitimi Bölümü
dc.contributor.saüauthor Özkan, Ömer
dc.contributor.saüauthor Gündüz, Mehmet
dc.contributor.saüauthor Demir, İsmail Hakkı
dc.relation.journal CANADIAN JOURNAL OF CIVIL ENGINEERING
dc.identifier.wos WOS:000320160900009
dc.identifier.doi 10.1139/cjce-2012-0442
dc.identifier.eissn 1208-6029
dc.contributor.author Özkan, Ömer
dc.contributor.author Gündüz, Mehmet
dc.contributor.author Demir, İsmail Hakkı


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