Evolutionary Polynomial Regression Algorithm Enhanced with a Robust Formulation: Application to Shear Strength Prediction of RC Beams without Stirrups
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Computing in Civil Engineering"
DOI: 10.1061/(asce)cp.1943-5487.0000985
Abstract: AbstractMany classes of engineering problems focus on the process of calibrating mathematical models using observed data. The enormous progress of scientific computation and data-mining techniques ... read more here.
Keywords: evolutionary polynomial; regression algorithm; algorithm enhanced; robust formulation ... See more keywords
Evolutionary polynomial regression improved by regularization methods
Sign Up to like & getrecommendations! Published in 2023 at "PLOS ONE"
DOI: 10.1371/journal.pone.0282029
Abstract: Evolutionary polynomial regression (EPR) is a data mining tool that has been widely used in solving various geotechnical engineering problems. The fitness function is the core of EPR. However, overfitting may still occur in EPR,… read more here.
Keywords: regularization; polynomial regression; regularization methods; evolutionary polynomial ... See more keywords