Deep kernel recursive least-squares algorithm

We present a new kernel-based algorithm for modeling evenly distributed multidimensional datasets that does not rely on input space sparsification. The presented method reorganizes the typical single-layer kernel-based model into a deep hierarchical structure, such that the weights of a kernel model...

Celý popis

Podrobná bibliografia

Vydané v:	Nonlinear dynamics Ročník 104; číslo 3; s. 2515 - 2530
Hlavní autori:	Mohamadipanah, Hossein, Heydari, Mahdi, Chowdhary, Girish
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Dordrecht Springer Netherlands 01.05.2021 Springer Nature B.V
Predmet:	Algorithms Automotive Engineering Classical Mechanics Control Dynamical Systems Engineering Kernels Mechanical Engineering Model accuracy Original Paper Structural hierarchy Vibration Deep hierarchical structure Kernel recursive least square Multidimensional dataset
ISSN:	0924-090X, 1573-269X
On-line prístup:	Získať plný text
Tagy:	Pridať tag Žiadne tagy, Buďte prvý, kto otaguje tento záznam!