Hybrid GA/SIMPLS as alternative regression model in dam deformation analysis

Multicollinearity and difficulty of interpreting the coefficients of dam regression models pose two problems: (1) selection of informative variables for analysing dam deformation behaviour, and (2) mitigation of the multicollinearity among the variables. Resolving these two problems necessitates the...

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Veröffentlicht in:	Engineering applications of artificial intelligence 2012-04, Vol.25 (3), p.468-475
Hauptverfasser:	Xu, Chang, Yue, Dongjie, Deng, Chengfa
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Crack Dam Deformation GA-PLS Genetic algorithms Genetics Least squares method Mathematical models Monitoring Multicollinearity Regression SIMPLS Stepwise
Online-Zugang:	Volltext
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