Equation Discovery for Nonlinear System Identification

Equation Discovery for Nonlinear System Identification

Equation discovery methods enable modelers to combine domain-specific knowledge and system identification to construct models most suitable for a selected modeling task. The method described and evaluated in this paper can be used as a nonlinear system identification method for gray-box modeling. It...

Full description

Bibliographic Details
Main Authors: Nikola Simidjievski, Ljupco Todorovski, Jus Kocijan, Saso Dzeroski
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Machine learning
nonlinear system identification
equation discovery
process-based modeling
computational scientific discovery
knowledge-based identification
Online Access:https://ieeexplore.ieee.org/document/8985353/

Internet

https://ieeexplore.ieee.org/document/8985353/

Similar Items