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Cost Prediction by Machine Learning. Using Machine Learning Techniques for Early Cost Prediction of Structural Systems of Buildings

Код 911550

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Аннотация к книге "Cost Prediction by Machine Learning. Using Machine Learning Techniques for Early Cost Prediction of Structural Systems of Buildings"

It is desirable to predict construction costs in the early design stage to make sure that target costs are met. The book investigates the possibility of predicting the cost of construction early in the design phase by using machine learning techniques. Therefore, artificial neural network (ANN) and case based reasoning (CBR) prediction models were developed in a spreadsheet-based format. An investigation of the impacts of weight generation methods on the ANN and CBR models was conducted. The...

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Издательство: Книга по требованию
Дата выхода: июль 2011
ISBN: 978-3-6391-5174-9
Объём: 124 страниц
Масса: 209 г
Размеры(высота, ширина, толщина), см: 23 x 16 x 1

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