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Multigene Genetic Programming for Estimation of Elastic Modulus of Concrete
Joint Authors
Wang, Gai-Ge
Bolandi, Hamed
Alavi, Amir Hossein
Gandomi, Amir H.
Mohammadi Bayazidi, Alireza
Source
Mathematical Problems in Engineering
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-04-29
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Abstract EN
This paper presents a new multigene genetic programming (MGGP) approach for estimation of elastic modulus of concrete.
The MGGP technique models the elastic modulus behavior by integrating the capabilities of standard genetic programming and classical regression.
The main aim is to derive precise relationships between the tangent elastic moduli of normal and high strength concrete and the corresponding compressive strength values.
Another important contribution of this study is to develop a generalized prediction model for the elastic moduli of both normal and high strength concrete.
Numerous concrete compressive strength test results are obtained from the literature to develop the models.
A comprehensive comparative study is conducted to verify the performance of the models.
The proposed models perform superior to the existing traditional models, as well as those derived using other powerful soft computing tools.
American Psychological Association (APA)
Mohammadi Bayazidi, Alireza& Wang, Gai-Ge& Bolandi, Hamed& Alavi, Amir Hossein& Gandomi, Amir H.. 2014. Multigene Genetic Programming for Estimation of Elastic Modulus of Concrete. Mathematical Problems in Engineering،Vol. 2014, no. 2014, pp.1-10.
https://search.emarefa.net/detail/BIM-474421
Modern Language Association (MLA)
Mohammadi Bayazidi, Alireza…[et al.]. Multigene Genetic Programming for Estimation of Elastic Modulus of Concrete. Mathematical Problems in Engineering No. 2014 (2014), pp.1-10.
https://search.emarefa.net/detail/BIM-474421
American Medical Association (AMA)
Mohammadi Bayazidi, Alireza& Wang, Gai-Ge& Bolandi, Hamed& Alavi, Amir Hossein& Gandomi, Amir H.. Multigene Genetic Programming for Estimation of Elastic Modulus of Concrete. Mathematical Problems in Engineering. 2014. Vol. 2014, no. 2014, pp.1-10.
https://search.emarefa.net/detail/BIM-474421
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-474421