Prediction of the Compressive Strength of Concrete Admixed with Metakaolin Using Gene Expression Programming
المؤلفون المشاركون
Akin, Oluwatobi O.
Ocholi, Amana
Abejide, Olugbenga S.
Obari, Johnson A.
المصدر
العدد
المجلد 2020، العدد 2020 (31 ديسمبر/كانون الأول 2020)، ص ص. 1-7، 7ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2020-11-04
دولة النشر
مصر
عدد الصفحات
7
التخصصات الرئيسية
الملخص EN
One of the problems of optimization of concrete is to formulate a mathematical equation that shows the relationship between the various constituents of concrete and its properties.
In this work, modelling of the compressive strength of concrete admixed with metakaolin was carried out using the Gene Expression Programming (GEP) algorithm.
The dataset from laboratory experimentation was used for the analysis.
The mixture proportions were made of three different water/binder ratios (0.4, 0.5, and 0.6), and the grades of concrete produced were grade M15 and M20.
The compressive strength of the concrete was determined after 28 days of curing.
The parameters used in the GEP algorithm are the input variables which include cement content, water, metakaolin content, and fine and coarse aggregate, while the response was designated as the compressive strength.
The model was trained and tested using the parameters.
The R-square value from the GEP algorithm was compared with the use of conventional stepwise regression analysis.
With a coefficient of determination (R-square value) of 0.95, the GEP algorithm has shown to be a good alternative for modelling concrete compressive strength.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Akin, Oluwatobi O.& Ocholi, Amana& Abejide, Olugbenga S.& Obari, Johnson A.. 2020. Prediction of the Compressive Strength of Concrete Admixed with Metakaolin Using Gene Expression Programming. Advances in Civil Engineering،Vol. 2020, no. 2020, pp.1-7.
https://search.emarefa.net/detail/BIM-1125204
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Akin, Oluwatobi O.…[et al.]. Prediction of the Compressive Strength of Concrete Admixed with Metakaolin Using Gene Expression Programming. Advances in Civil Engineering No. 2020 (2020), pp.1-7.
https://search.emarefa.net/detail/BIM-1125204
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Akin, Oluwatobi O.& Ocholi, Amana& Abejide, Olugbenga S.& Obari, Johnson A.. Prediction of the Compressive Strength of Concrete Admixed with Metakaolin Using Gene Expression Programming. Advances in Civil Engineering. 2020. Vol. 2020, no. 2020, pp.1-7.
https://search.emarefa.net/detail/BIM-1125204
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1125204
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر