TY  - JOUR
TT  - Forecasting Construction Costs of Multiple Reinforcement Concrete Residential Buildings With Artifical Neural Networks
AU  - Demirel, Yusuf
PY  - 2007
DA  - December
JF  - Selçuk Üniversitesi Mühendislik, Bilim Ve Teknoloji Dergisi
JO  - sujest
PB  - Konya Teknik Üniversitesi
WT  - DergiPark
SN  - 2147-9364
SP  - 53
EP  - 60
VL  - 22
IS  - 4
KW  - Yapı Maliyeti
KW  - Yapay Sinir Ağı (YSA)
KW  - Birim Fiyat Yöntemi (BFY)
KW  - Regresyon Analizi.
N2  - In this paper, for forecasting costs of multiplet reinforced concrete residentialbuildings, which have been built by Association of Turkish Residential Building Cooperatives(TÜRKKONUT), with Artificial Neural Networks (ANN); cost of construction of this kind ofbuildings has been calculated and used as data for an ANN. This network has a multi layer andback propagation structure with adviser to learn. Normal flat areas, building elevations andtotal areas of outer surfaces were assumed as mean criteria of the cost of each apartment. Resultcost values which are calculated with ANN, has been checked with the Unit Price andRegression Analysis methods and evaluated the performance of ANN. It is comprehensiblethat the results of ANN are nearer than the results of Regression Analysis to the real costs ofthese buildings. Using hybrid methods for solving this kind of problems will be useful thanusing only one method. Studying with similar methods for calculating different kind ofbuildings costs, will create positive developments.
UR  - https://dergipark.org.tr/tr/pub/sujest/issue//248302
L1  - https://dergipark.org.tr/tr/download/article-file/215901
ER  -