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Prediction the electrical resistivity of concrete containing clinoptilolite by Gene expression programming

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Authors Prediction the electrical resistivity of concrete containing clinoptilolite by Gene expression programming

  Amir Ali Shahmansouri, - Department of Civil Engineering, University of Mazandaran, Babolsar, Iran
  Habib Akbarzadeh Bengar - Department of Civil Engineering, University of Mazandaran, Babolsar, Iran

Abstract:

Gene expression programming (GEP) has been broadly applied to predict the various properties of concrete. For predicting electrical resistivity of concrete containing clinoptilolite, various models were proposed by using GEP. To construct the models, experimental data were obtained through manufacturing in the laboratory. From the total dataset, 80% were utilized in the training stage and the continued 20% in the testing stage. Eight input parameters comprising the age of the specimen, cement content, water content, gravel content (separated to G20 and G10), sand content, clinoptilolite content and amount of superplasticizer were settled as input variables. The consequences also demonstrated the great potential of suggested GEP models in predicting the electrical resistivity of concrete containing clinoptilolite.

Keywords:

Gene expression programming, Concrete, Clinoptilolite, Electrical resistivity, Prediction

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Shahmansouri,, Amir Ali & Habib Akbarzadeh Bengar, 2019, Prediction the electrical resistivity of concrete containing clinoptilolite by Gene expression programming, rd International Conference on Applied Researches in Structural Engineering and Construction Management (secm2019), تهران, دانشگاه صنعتي شريف, https://www.civilica.com/Paper-SECM03-SECM03_325.htmlInside the text, wherever referred to or an achievement of this article is mentioned, after mentioning the article, inside the parental, the following specifications are written.
First Time: (Shahmansouri,, Amir Ali & Habib Akbarzadeh Bengar, 2019)
Second and more: (Shahmansouri, & Akbarzadeh Bengar, 2019)
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Type: state university
Paper No.: 6760
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