Back to Search
Start Over
Fractional power NARX model identification using a harmony search algorithm.
- Source :
- 2012 IEEE International Conference on Computational Intelligence for Measurement Systems & Applications (CIMSA) Proceedings; 1/ 1/2012, p102-107, 6p
- Publication Year :
- 2012
-
Abstract
- A novel type of discrete-time fractional-power nonlinear autoregressive with exogenous input (FPNARX) model is introduced for system identification, modeling and prediction. Parameter estimation of such a model is a nonlinear optimization problem. A harmony search algorithm is then applied to solve such fractional models. Examples of both simulated and real data are provided. [ABSTRACT FROM PUBLISHER]
Details
- Language :
- English
- ISBNs :
- 9781457717789
- Database :
- Complementary Index
- Journal :
- 2012 IEEE International Conference on Computational Intelligence for Measurement Systems & Applications (CIMSA) Proceedings
- Publication Type :
- Conference
- Accession number :
- 86555401
- Full Text :
- https://doi.org/10.1109/CIMSA.2012.6269591