Parametric analysis in sustainable self-compacting mortars using genetic programming
Created by W.Langdon from
gp-bibliography.bib Revision:1.7970
- @Article{ROJOLOPEZ:2023:conbuildmat,
-
author = "Gemma Rojo-Lopez and Belen Gonzalez-Fonteboa and
Juan {Luis Perez-Ordonez} and Fernando Martinez-Abella",
-
title = "Parametric analysis in sustainable self-compacting
mortars using genetic programming",
-
journal = "Construction and Building Materials",
-
volume = "404",
-
pages = "133189",
-
year = "2023",
-
ISSN = "0950-0618",
-
DOI = "doi:10.1016/j.conbuildmat.2023.133189",
-
URL = "https://www.sciencedirect.com/science/article/pii/S0950061823029069",
-
keywords = "genetic algorithms, genetic programming, Supplementary
cementitious materials, Biomass ash, Granite powder",
-
abstract = "This study addresses the capabilities of genetic
programming to predict the behaviour of cement-based
mixtures by focusing on the influence of quaternary
binders (incorporating metakaolin, biomass ash and
granite powder as novel powder materials) on the
rheological properties of self-compacting mixtures,
including spread diameter in mini-cone test and time to
flow in mini-funnel test. Using a previous dataset, GP
techniques are applied to obtain predicted models and
to compare them with those developed throughout
analysis of variance. The results demonstrate that the
equations obtained by the GP technique showed the best
statistical indices for the analysed properties.
Afterwards, a parametric analysis was performed to
analyse the influence of the composition of quaternary
binders on the fresh behaviour of mortar mixtures. The
parametric analysis indicated that changes in the
binder composition that increased granite powder
content damage the fresh behaviour of the mortars (the
funnel time increases, and the spread diameter
decreases), being this negative effect more significant
when the water content is low, and especially
noteworthy in the Tfunnel time. It is concluded that
genetic programming and design of experiments are
powerful tools that can be used to analyse the
influence of new raw materials in different mortar
properties",
- }
Genetic Programming entries for
Gemma Rojo-Lopez
Belen Gonzalez-Fonteboa
Juan Luis Perez
Fernando Martinez Abella
Citations