DocumentCode
2750198
Title
On non-integer order rational model identification
Author
Wu, Defeng ; Li, Aiguo ; Ma, Zi ; Zhu, Quanmin
Author_Institution
Autom. Res. Center, Dalian Maritime Univ., Dalian
fYear
2008
fDate
13-16 July 2008
Firstpage
716
Lastpage
720
Abstract
Main contributions include: (1) A non-integer order rational model structure is presented with justification of more general form for non-linear rational models. (2) An adaptive differential evolution algorithm is proposed and applied in parameter estimation of non-integer order rational models. The convergence and effectiveness of the proposed algorithm are validated by two simulation cases.
Keywords
adaptive estimation; autoregressive moving average processes; convergence; differential equations; evolutionary computation; nonlinear estimation; parameter estimation; adaptive differential evolution algorithm; convergence; noninteger order rational model identification; nonlinear autoregressive moving average model; parameter estimation; Automation; Autoregressive processes; Convergence; Error analysis; Genetic algorithms; Mathematical model; Parameter estimation; Polynomials; Prediction algorithms; Predictive models;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial Informatics, 2008. INDIN 2008. 6th IEEE International Conference on
Conference_Location
Daejeon
ISSN
1935-4576
Print_ISBN
978-1-4244-2170-1
Electronic_ISBN
1935-4576
Type
conf
DOI
10.1109/INDIN.2008.4618195
Filename
4618195
Link To Document