Buch, Englisch, Band 1, 136 Seiten, Format (B × H): 175 mm x 246 mm, Gewicht: 455 g
Reihe: Schriftenreihe Bauökonomie
Predictions through Establishing the Basis of New Building Projects in Germany
Buch, Englisch, Band 1, 136 Seiten, Format (B × H): 175 mm x 246 mm, Gewicht: 455 g
Reihe: Schriftenreihe Bauökonomie
ISBN: 978-3-11-034638-1
Verlag: De Gruyter
The study initiated with underlying principles of construction production which is an impetus to ill-conditioned prediction of project determinants at the early phases of building projects. To enhance the precision of these estimations, unique solutions relying on the statistical evidences were offered. Two alternative methods of analysis, namely linear regression and artificial neural networks, were employed to recognize the patterns in the sampled projects. Comparison was conducted on the basis of prediction measurements that were computed with the help of unseen test sample. The evidences of the empirical investigation suggest offered solutions provide superior prediction accuracy when compared to current practices. Last but not least, implementation of the solutions was illustrated on a random office development.
Zielgruppe
The book is aimed to be employed by architects and/or small-medium sized architectural offices.
