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

Stelian Ciurea

doi:10.2478/ijasitels-2020-0002

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

International Journal of Advanced Statistics and IT&C for Economics and Life Sciences

Volume 10 (2020): Issue 1 (December 2020)

By: Stelian Ciurea

Open Access

|Dec 2020

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.

References

[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.2007.4425083
Search in Google Scholar Back to article
[2] Babutia I., Dragomir T.L., Mureşan I., Proştean O.: Conducrea automată a proceselor, Ed. Facla, Timişoara, 1985
Search in Google Scholar Back to article
[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, 2013
Search in Google Scholar Back to article
[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 2250-2459
Search in Google Scholar Back to article
[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, 2008
Search in Google Scholar Back to article
[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.2011.105
Search in Google Scholar Back to article
[7] Z. Michalewicz, “Heuristic Methods for Evolutionary Computation Techniques”, Journal of Heuristics, Vol.1, No.2, 1995, pp.177-20610.1007/BF00127077
Search in Google Scholar Back to article
[8] Dumitrache I., Călin S., Boţan C., Niţu C.: Automatizări şi echipamente electronice, Ed. Didactică şi Pedagogică, Bucureşti, 1982
Search in Google Scholar Back to article
[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 Back to article
[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 Back to article
[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, Romania
Search in Google Scholar Back to article
[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-2017-504
Search in Google Scholar Back to article
[13] Terano, T., Asai, K., Sugeno, M.: Fuzzy Systems Theory and Its Applications, Academic Press, 1992.
Search in Google Scholar Back to article
[14] “Fuzzy Logic Toolbox™ User’s Guide R2011b”, The MathWorks, Inc., 2011
Search in Google Scholar Back to article
[15] Stelian Ciurea, An Imperialist Competitive Algorithm Optimized to Solve the Travelling Salesman Problem, Proceedings of MIDS 2017
Search in Google Scholar Back to article
[16] Stelian Ciurea, Imperialist Competitive Algorithm with Variable Parameters to Determine the Global Minimum of Functions with Several Arguments, Proceedings of MIDS 2015
Search in Google Scholar Back to article

Articles in this issue

DOI: https://doi.org/10.2478/ijasitels-2020-0002 | Journal eISSN: 2559-365X | Journal ISSN: 2067-354X

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Language: English

Page range: 43 - 55

Published on: Dec 24, 2020

Published by: Lucian Blaga University of Sibiu

In partnership with: Paradigm Publishing Services

Publication frequency: 1 issue per year

Keywords:

Single-input and single-output second-order linear system,

Fuzzy Controller og type Sugeno,

Imperialist Competitive Algorithm

Related subjects:

Computer sciences,

Computer sciences, other,

Business and economics,

Mathematics and statistics for economists,

Mathematics,

Engineering,

Electrical engineering,

Fundamentals of electrical engineering,

Mathematics,

General mathematics

© 2020 Stelian Ciurea, published by Lucian Blaga University of Sibiu
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.

Volume 10 (2020): Issue 1 (December 2020)