1. bookVolume 10 (2020): Edition 1 (December 2020)
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Magazine
eISSN
2067-354X
Première parution
30 Jul 2019
Périodicité
2 fois par an
Langues
Anglais
access type Accès libre

Imperialist competitive algorithm for determining the parameters of a Sugeno fuzzy controller

Publié en ligne: 24 Dec 2020
Volume & Edition: Volume 10 (2020) - Edition 1 (December 2020)
Pages: 43 - 55
Détails du magazine
License
Format
Magazine
eISSN
2067-354X
Première parution
30 Jul 2019
Périodicité
2 fois par an
Langues
Anglais
Abstract

We used an imperialist competitive algorithm to determine the parameters of a fuzzy controller of type Sugeno that would ensure a good unit step response of a second-order single-input and single-output automatic system.

Keywords

[1] Esmaeil Atashpaz Gargari, Caro Lucas, Imperialist Competitive Algorithm: An Algorithm for Optimization Inspired by Imperialistic Competition, IEEE Congress on Evolutionary Computation, CEC 2007.10.1109/CEC.2007.4425083Search in Google Scholar

[2] Babutia I., Dragomir T.L., Mureşan I., Proştean O.: Conducrea automată a proceselor, Ed. Facla, Timişoara, 1985Search in Google Scholar

[3] Bhartiya, S., Sehra, S., Bhuria V.: Dc Motor Speed Control using PID- Fuzzy Logic Based Controller, http://ijair.jctjournals.com/jan2013/t50.pdf IJAIR, ISSN: 2278-7844, 2013Search in Google Scholar

[4] Bindu R., Mini Namboothiripad K.: “Tuning of PID Controller for DC Servo Motor using Genetic Algorithm”, International Journal of Emerging Technology & Advanced Engineering, Volume 2, Issue 3, March 2012, ISSN 2250-2459Search in Google Scholar

[5] Ashkan MohammadZadeh Jasour, Esmaeil Atashpaz Gargari, Caro Lucas, Vehicle Fuzzy Controller Design Using Imperialist Competitive Algorithm, Second joint congress on fuzzy and intelligent systems, Tehran, Iran, 2008Search in Google Scholar

[6] Danilo Pelusi, Optimization of a Fuzzy Logic Controller using Genetic Algorithms, 2011 Third International Conference on Intelligent Human-Machine Systems and Cybernetics (IHMSC) 201110.1109/IHMSC.2011.105Search in Google Scholar

[7] Z. Michalewicz, “Heuristic Methods for Evolutionary Computation Techniques”, Journal of Heuristics, Vol.1, No.2, 1995, pp.177-20610.1007/BF00127077Search in Google Scholar

[8] Dumitrache I., Călin S., Boţan C., Niţu C.: Automatizări şi echipamente electronice, Ed. Didactică şi Pedagogică, Bucureşti, 1982Search in Google Scholar

[9] Stelian Ciurea, “Determining the Parameters of a Sugeno Fuzzy Controller Using a Parallel Genetic Algorithm”, Proceedings of the 9th International Conference on Control Systems and Computer Science, University Politehnica of Bucharest, Romania, 2013”, ISBN 798-0-7685-4980-4, pg 36-43.Search in Google Scholar

[10] Kuma D., D., Dhakar, B., Yadav, R.: “Tuning a PID controller using Evolutionary Algorithms for an Non-linear Inverted Pendulum on the Cart System”, International Conference on Advanced Developments in Engineering and Technology (ICADET-14), INDIA, International Journal of Emerging Technology and Advanced Engineering, website: www.ijetae.com (ISSN 2250-2459 (Online), Volume 4, Special Issue 1, February 2014.Search in Google Scholar

[11] Stelian Ciurea, “A Better Genetic Representation of a Fuzzy Controller Enabling the Determination of Its Parameters with the Help of a Genetic Algorithm”, Proceedings of MIDS 2013, ISSN 2067-3965, pg. 49-58, Sibiu, RomaniaSearch in Google Scholar

[12] Yazdani A. M., Ahmadi, A., Buyamin, S., Fua’ad Rahmat, M., Davoudifar F., Abd Rahim, H.: “Imperialist competitive algorithm-based fuzzy pid control ethodology for speed tracking enhancement of stepper motor”, International Journal on Smart Sensing and Intelligent Systems, vol. 5, no. 3, September 201210.21307/ijssis-2017-504Search in Google Scholar

[13] Terano, T., Asai, K., Sugeno, M.: Fuzzy Systems Theory and Its Applications, Academic Press, 1992.Search in Google Scholar

[14] “Fuzzy Logic Toolbox™ User’s Guide R2011b”, The MathWorks, Inc., 2011Search in Google Scholar

[15] Stelian Ciurea, An Imperialist Competitive Algorithm Optimized to Solve the Travelling Salesman Problem, Proceedings of MIDS 2017Search in Google Scholar

[16] Stelian Ciurea, Imperialist Competitive Algorithm with Variable Parameters to Determine the Global Minimum of Functions with Several Arguments, Proceedings of MIDS 2015Search in Google Scholar

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