DocumentCode
128774
Title
Evolutionary identification algorithm for Hammerstein system and its convergence analysis
Author
Zhang Qian ; Wang Qunjing ; Li Guoli
Author_Institution
Sch. of Electr. Eng. & Autom., Anhui Univ., Hefei, China
fYear
2014
fDate
9-11 June 2014
Firstpage
2122
Lastpage
2126
Abstract
A evolutionary identification algorithm RLS-PSO is introduced to the Hammerstein system, the details of calculation are shown. A numerical example is proposed to show the rationality and effectiveness of this algorithm. The convergence performance is also analyzed in this paper, it is proved that the algorithm can converge with a large N.
Keywords
convergence; evolutionary computation; particle swarm optimisation; Hammerstein system; RLS-PSO; convergence analysis; evolutionary identification algorithm; Algorithm design and analysis; Analytical models; Conferences; Convergence; Educational institutions; Evolutionary computation; Industrial electronics; Hammerstein model; Particle Swarm Optimization; convergence; parameter identification;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial Electronics and Applications (ICIEA), 2014 IEEE 9th Conference on
Conference_Location
Hangzhou
Print_ISBN
978-1-4799-4316-6
Type
conf
DOI
10.1109/ICIEA.2014.6931522
Filename
6931522
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