Keywords: Concrete bridge project
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Journal Articles

An artificial neural network (ANN) approach for early cost estimation of concrete bridge systems in developing countries: the case of Sri Lanka

Nirodha Fernando, Kasun Dilshan T.A., Hexin (Johnson) Zhang
Journal: Journal of Financial Management of Property and Construction
Journal of Financial Management of Property and Construction (2024) 29 (1): 23–51.
https://doi.org/10.1108/JFMPC-09-2022-0048
Published: 27 June 2023
.../approach The construction cost data of 30 concrete bridge projects which are in Sri Lanka constructed within the past ten years were trained and tested to develop an ANN cost model. Backpropagation technique was used to identify the number of hidden layers, iteration and momentum for optimum neural...
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