Soft computing based formulation for strength enhancement of CFRP confined concrete cylinders

This study presents the application of soft computing techniques namely as genetic programming (GP) and stepwise regression (SR) for formulation of strength enhancement of carbon-fiber-reinforced polymer (CFRP) confined concrete cylinders. The proposed soft computing based formulations are based on...

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Bibliographic Details
Published in:	Advances in engineering software (1992) Vol. 41; no. 4; pp. 527 - 536
Main Authors:	Cevik, Abdulkadir, Göğüş, M. Tolga, Güzelbey, İbrahim H., Filiz, Hüzeyin
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01-04-2010
Subjects:	Concrete cylinder FRP confinement Genetic programming Soft computing Stepwise regression Strength enhancement FRP confinement Stepwise regression Soft computing Concrete cylinder Genetic programming Strength enhancement
Online Access:	Get full text
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Summary:	This study presents the application of soft computing techniques namely as genetic programming (GP) and stepwise regression (SR) for formulation of strength enhancement of carbon-fiber-reinforced polymer (CFRP) confined concrete cylinders. The proposed soft computing based formulations are based on experimental results collected from literature. The accuracy of the proposed GP and SR formulations are quite satisfactory as compared to experimental results. Moreover, the results of proposed soft computing based formulations are compared with 15 existing models proposed by various researchers so far and are found to be more accurate.
ISSN:	0965-9978
DOI:	10.1016/j.advengsoft.2009.10.015