Title :
Using GUI for enhancing knowledge about system identification and controller optimization
Author :
Ismeal, G.A.M. ; Fedak, Viliam
Author_Institution :
Dept. of Electr. Eng. & Mechatron., Tech. Univ. of Kosice, Košice, Slovakia
Abstract :
The paper presents system identification using the least square method and controller optimization for the identified system by applying genetic algorithms. Based on analysis of the methods a program in MATLAB was developed that was completed by Graphic User Interface. The created GUI presents a user friendly tool which facilitates learning and teaching of topics dealing with system identification, development and optimization of system controllers using genetic algorithms.
Keywords :
genetic algorithms; graphical user interfaces; GUI; MATLAB; controller optimization; genetic algorithms; graphic user interface; least square method; system controllers; system identification;
Conference_Titel :
Emerging eLearning Technologies and Applications (ICETA), 2013 IEEE 11th International Conference on
Conference_Location :
Stara Lesna
Print_ISBN :
978-1-4799-2161-4
DOI :
10.1109/ICETA.2013.6674423
