Evolutionary Polynomial Regression Algorithm with Uncertain Variables: Two Case-Studies in the Field of Civil Engineering

Evolutionary Polynomial Regression Algorithm with Uncertain Variables: Two Case-Studies in the Field of Civil Engineering

Data-driven approaches and calibration techniques for mathematical models, starting from observed data, are attracting more and more interest in the field of civil engineering. Among them, evolutionary polynomial regression (EPR) is an artificial intelligence (AI) technique that combines genetic alg...

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Bibliographic Details
Main Authors: Alessandra Fiore, Sebastiano Marasco, Rita Greco
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Applied Sciences
Subjects:
evolutionary polynomial robust regression
machine learning
variance
probabilistic uncertainties
shear capacity
compressive strength
Online Access:https://www.mdpi.com/2076-3417/15/15/8432
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