Utilization of Artificial Neural Network
Artificial neural networks (NN), have been applied to many construction management problems in urban projects. NN have showed some degree of success so the objective of this paper is to highlight some applications of this tool in the construction management field to help specialists find optimum sol...
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| Format: | Article |
| Language: | English |
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IEREK Press
2018-05-01
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| Series: | ARCHive-SR |
| Subjects: | |
| Online Access: | https://press.ierek.com/index.php/ARChive/article/view/232 |
| _version_ | 1797386955804114944 |
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| author | Sherif Mohamed Hafez |
| author_facet | Sherif Mohamed Hafez |
| author_sort | Sherif Mohamed Hafez |
| collection | DOAJ |
| description | Artificial neural networks (NN), have been applied to many construction management problems in urban projects. NN have showed some degree of success so the objective of this paper is to highlight some applications of this tool in the construction management field to help specialists find optimum solutions. A brief description of the input and output variables for each mentioned problem was illustrated in addition to the number and type of data set collected to train and test the neural network performance then the percentage error for each developed model was pointed out to demonstrate its accuracy. |
| first_indexed | 2024-03-08T22:16:55Z |
| format | Article |
| id | doaj.art-08304022908b485da2fe179216183491 |
| institution | Directory Open Access Journal |
| issn | 2537-0154 2537-0162 |
| language | English |
| last_indexed | 2024-03-08T22:16:55Z |
| publishDate | 2018-05-01 |
| publisher | IEREK Press |
| record_format | Article |
| series | ARCHive-SR |
| spelling | doaj.art-08304022908b485da2fe1792161834912023-12-18T18:21:04ZengIEREK PressARCHive-SR2537-01542537-01622018-05-012110.21625/archive.v2i1.232123Utilization of Artificial Neural NetworkSherif Mohamed Hafez0Professor of Construction Engineering and Management, Faculty of Engineering, Alexandria University, EgyptArtificial neural networks (NN), have been applied to many construction management problems in urban projects. NN have showed some degree of success so the objective of this paper is to highlight some applications of this tool in the construction management field to help specialists find optimum solutions. A brief description of the input and output variables for each mentioned problem was illustrated in addition to the number and type of data set collected to train and test the neural network performance then the percentage error for each developed model was pointed out to demonstrate its accuracy.https://press.ierek.com/index.php/ARChive/article/view/232Artificial neural networksConstructionManagementUrban projects |
| spellingShingle | Sherif Mohamed Hafez Utilization of Artificial Neural Network ARCHive-SR Artificial neural networks Construction Management Urban projects |
| title | Utilization of Artificial Neural Network |
| title_full | Utilization of Artificial Neural Network |
| title_fullStr | Utilization of Artificial Neural Network |
| title_full_unstemmed | Utilization of Artificial Neural Network |
| title_short | Utilization of Artificial Neural Network |
| title_sort | utilization of artificial neural network |
| topic | Artificial neural networks Construction Management Urban projects |
| url | https://press.ierek.com/index.php/ARChive/article/view/232 |
| work_keys_str_mv | AT sherifmohamedhafez utilizationofartificialneuralnetwork |