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Ali Reza Bagherieh

Ali Reza Bagherieh

Academic rank: Assistant Professor
ORCID:
Education: PhD.
ScopusId:
HIndex:
Faculty: Civil Engineering and Architecture
Address: Department of Civil Engineering, Malayer University
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Research

Title
Damage And Plasticity Constants Of Conventional And High-Strength Concrete Part II: Statistical Equation Development Using Genetic Programming
Type
JournalPaper
Keywords
reinforced concrete, genetic programming, constitutive modeling, continuum damage mechanics, plasticity.
Year
2018
Journal international journal of optimization in civil engineering
DOI
Researchers Ali Reza Bagherieh

Abstract

Several researchers have proved that the constitutive models of concrete based on combination of continuum damage and plasticity theories are able to reproduce the major aspects of concrete behavior. A problem of such damage-plasticity models is associated with the material constants which are needed to be determined before using the model. These constants are in fact the connectors of constitutive models to the experimental results. Experimental determination of these constants is always associated with some problems, which restricts the applicability of such models despite their accuracy and capabilities. In the present paper, the values of material constants for a damage-plasticity model determined in part I of this work were used as a database. Genetic programming was employed to discover equations which directly relate the material constants to the concrete primary variables whose values could be simply inferred from the results of uniaxial tension and compressive tests. The simulations of uniaxial tension and compressive tests performed by using the constants extracted from the proposed equations, exhibited a reasonable level of precision. The validity of suggested equations were also assessed via simulating experiments which were not involved in the procedure of equation discovery. The comparisons revealed the satisfactory accuracy of proposed equations.