Metakaolin ve silis dumanı içeren betonların basınç dayanımının gen ifadeli programlama ile tahmin edilmesi

Yıl 2017, Cilt: 23 Sayı: 3, 238 - 244, 30.06.2017

Mustafa Sarıdemir

Öz

Son
zamanlarda, yapay zeka tekniklerinden biri olan gen ifadeli programlama (GEP),
inşaat mühendisliği uygulamalarının birçok alanında insan faaliyetlerinin
bazılarını modellemek için yaygın olarak kullanılmaktadır. Bu çalışmada da,
metakaolin ve silis dumanı içeren betonların farklı günlerdeki basınç
dayanımlarını tahmin etmek için GEP modelleri kullanılmıştır. Bu modelleri
oluşturmak amacıyla, 33 farklı karışımda üretilen 195 numunenin deneysel
sonuçları teknik literatürden elde edilmiştir. Modellerde kullanılan girdi
verileri numunenin yaşı ve beton karışım miktarlarını içerecek bir formatta 8
parametreli olarak düzenlenmiştir. Bu girdi parametrelerine göre modellerde
metakaolin ve silis dumanı içeren betonların farklı günlerdeki basınç dayanımı
değerleri tahmin edilmiştir. Modellerdeki eğitim ve test sonuçları, metakaolin
ve silis dumanı içeren betonların faklı günlerdeki basınç dayanımı değerlerini
tahmin etmek için GEP tekniğinin güçlü potansiyele sahip olduğunu göstermiştir.

Anahtar Kelimeler

Basınç dayanımı, Metakaolin, Silis dumanı, Gen ifadeli programlama

Kaynakça

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