An efficient memetic algorithm for parameter tuning of PID controller in AVR system
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F11%3A86097047" target="_blank" >RIV/61989100:27240/11:86097047 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1109/HIS.2011.6122116" target="_blank" >http://dx.doi.org/10.1109/HIS.2011.6122116</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/HIS.2011.6122116" target="_blank" >10.1109/HIS.2011.6122116</a>
Alternative languages
Result language
angličtina
Original language name
An efficient memetic algorithm for parameter tuning of PID controller in AVR system
Original language description
In recent years, there has been a growing interest in real world application of heuristic methods. Memetic Algorithm (MA) is one of such effective heuristics. In this paper, we represent an efficient MA for determining optimal proportional-integral-derivative (PID) controller parameters of an AVR system. This MA is developed by combining a competitive variant of Deferential Evolution (DE) and a Local Search method. The proposed method has excellent features, such as easy implementation, stable convergence characteristic and good computational efficiency. Fast tuning of PID controller parameters results in far better performance of the controller. Performance of our proposed algorithm is compared with other famous heuristics and the simulation results clearly indicate that our proposed approach is indeed more efficient and robust in improving the step response of an AVR system. (C) 2011 IEEE.
Czech name
—
Czech description
—
Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
—
Result continuities
Project
<a href="/en/project/GA102%2F09%2F1494" target="_blank" >GA102/09/1494: New methods od data transmition based on turbo code</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2011
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of the 2011 11th International Conference on Hybrid Intelligent Systems, HIS 2011
ISBN
978-1-4577-2150-2
ISSN
—
e-ISSN
—
Number of pages
6
Pages from-to
265-270
Publisher name
IEEE
Place of publication
Vienna
Event location
Malacca
Event date
Dec 5, 2011
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
—