作者
Wesam Salah Alaloul, Mohd Shahir Liew, Noor Amila Wan Zawawi, Bashar S Mohammed, Musa Adamu
发表日期
2018/8/11
期刊
Cogent Engineering
页码范围
1507657
出版商
Cogent OA
简介
Construction projects are delivered in a multidisciplinary environment, which need continues coordination. The aim of this paper is to develop an ANN model to evaluate the influence of coordination factors on construction projects performance. For this purpose, the most effective 16 coordination factors impacting the construction projects performance have been identified. After that, through a questionnaire survey, the extent of coordination factors application and the corresponding project’s performance were collected. Three multilayer feed-forward networks with Back-Propagation and Elman-Propagation algorithms were adopted to train, validate, and test the cost, time and quality, as performance evaluation indicators. Consequently, the training process continues unit it reaches the pre-defined error or up to 1000 epochs. The results of Mean Square Error (MSE) confirmed the accuracy of the networks with an …
引用总数
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