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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