Estimation of the compressive strength of 28-day-old concrete by use of an adaptive cuckoo–fuzzy logic model

Estimation of the compressive strength of 28-day-old concrete by use of an adaptive... In this study, the cuckoo optimization algorithm was used to design a fuzzy logic model for determination of the compressive strength of 28-day-old concrete. Experimental results from 50 concrete mixtures were loaded into the fuzzy logic model for training, and the model was then optimized by use of the cuckoo optimization algorithm. Input variables of the fuzzy logic model are water-to-cement weight ratio and coarse aggregate-to-fine aggregate weight ratio; the output variable is concrete compressive strength. The results obtained from the optimized model were compared with those from an adaptive neuro fuzzy inference system model; they were also validated experimentally. http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png Research on Chemical Intermediates Springer Journals

Estimation of the compressive strength of 28-day-old concrete by use of an adaptive cuckoo–fuzzy logic model

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Publisher
Springer Journals
Copyright
Copyright © 2012 by Springer Science+Business Media Dordrecht
Subject
Chemistry; Catalysis; Physical Chemistry; Inorganic Chemistry
ISSN
0922-6168
eISSN
1568-5675
D.O.I.
10.1007/s11164-012-0916-z
Publisher site
See Article on Publisher Site

Abstract

In this study, the cuckoo optimization algorithm was used to design a fuzzy logic model for determination of the compressive strength of 28-day-old concrete. Experimental results from 50 concrete mixtures were loaded into the fuzzy logic model for training, and the model was then optimized by use of the cuckoo optimization algorithm. Input variables of the fuzzy logic model are water-to-cement weight ratio and coarse aggregate-to-fine aggregate weight ratio; the output variable is concrete compressive strength. The results obtained from the optimized model were compared with those from an adaptive neuro fuzzy inference system model; they were also validated experimentally.

Journal

Research on Chemical IntermediatesSpringer Journals

Published: Nov 21, 2012

References

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