Modeling strength enhancement of FRP confined concrete cylinders using soft computing

@article{evik2011ModelingSE,
  title={Modeling strength enhancement of FRP confined concrete cylinders using soft computing},
  author={Abdulkadir Çevik},
  journal={Expert Syst. Appl.},
  year={2011},
  volume={38},
  pages={5662-5673}
}
This study presents the application of soft computing techniques namely as genetic programming (GP) and stepwise regression (SR), neuro-fuzzy (NF) and neural networks (NN) for modeling of strength enhancement of FRP (fiber–reinforced polymer) confined concrete cylinders. The proposed soft computing models are based on experimental results collected from literature. The accuracy of the proposed soft computing models are quite satisfactory as compared to experimental results. Moreover the results… CONTINUE READING

References

Publications referenced by this paper.
Showing 1-10 of 48 references

A comparative study of models on confinement of concrete cylinders with FRP composites, Division for building technology

L. Lorenzis
Work no. 46. Publication 01:4, Chalmers University of Technology, Sweden. • 2001
View 11 Excerpts
Highly Influenced

Applied regression analysis - a research tool [Book Review]

IEEE Electrical Insulation Magazine • 2002
View 3 Excerpts
Highly Influenced

Behavior of concrete columns confined with fiber reinforced polymer tubes

M. Saafi, H. Toutanji, Z. Li
ACI Materials Journal • 1999
View 1 Excerpt
Highly Influenced

Behavior of concrete columns confined by fiber composites

A. Mirmiran, M. Shahawy
Journal of Structural Engineering, ASCE, • 1997
View 2 Excerpts
Highly Influenced

Neural network modeling of strength enhancement for CFRP confined concrete cylinders

A. Cevik, I. H. Guzelbey
Building and Environment, • 2008
View 1 Excerpt

A soft computing based approach for the prediction of ultimate strength of metal plates in compression

A. Cevik, I. H. Guzelbey
Engineering Structures, • 2007
View 1 Excerpt

Introduction to fuzzy logic using MATLAB

S. N. Sivanandam, S. Sumathi, S. N. Deepa
2007

Fuzzy logic applications in engineering science

J. Haris
Springer. • 2006
View 1 Excerpt

Prediction of pressure fluctuations on sloping stilling basins

A. Güven, M. Günal, A. Çevik
Canadian Journal of Civil Engineering., • 2006

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