A novel kernel regularized nonhomogeneous grey model and its applications

DOI10.1016/j.cnsns.2016.12.017OpenAlexW2560082278MaRDI QIDQ2005425

Zhi-Bin Liu, Xin Ma, Yi-sheng Hu

Publication date: 7 October 2020

Published in: Communications in Nonlinear Science and Numerical Simulation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.cnsns.2016.12.017

zbMATH Keywords

kernel methodgrey systemKRNGM modelNGM model

Mathematics Subject Classification ID

Statistics (62-XX) Game theory, economics, finance, and other social and behavioral sciences (91-XX)

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Uses Software

• GPML

Cites Work

• Discrete grey forecasting model and its optimization
• On novel grey forecasting model based on non-homogeneous index sequence
• A novel grey forecasting model and its optimization
• Control problems of grey systems
• The effect of sample size on the grey system model
• A new grey prediction model FGM\((1, 1)\)
• 10.1162/15324430152748236
• The indirect measurement of tensile strength by the deterministic grey dynamic model DGDM(1, 1, 1)
• Bayesian Framework for Least-Squares Support Vector Machine Classifiers, Gaussian Processes, and Kernel Fisher Discriminant Analysis
• Kernel based partially linear models and nonlinear identification
• Unnamed Item
• Unnamed Item
• Unnamed Item

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