An R library for nonlinear black-box system identification

The Nonlinear AutoRegressive with eXogenous inputs (NARMAX) models are among the most general classes of mathematical abstractions for dynamic systems and has many successful applications os data-driven modeling in different fields. In the present paper we introduce the narmax package in R for nonli...

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Bibliographic Details
Main Authors: Helon Vicente Hultmann Ayala, Marcos Cesar Gritti, Leandro dos Santos Coelho
Format: Article
Language:English
Published: Elsevier 2020-01-01
Series:SoftwareX
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2352711019302663