A big bang-big crunch optimization based approach for interval type-2 fuzzy PID controller design

IEEE International Conference on Fuzzy Systems

Volumn , Issue , 2013, Pages

  Kumbasar, Tufan ^a   Hagras, Hani ^b  

^a ISTANBUL TECHNICAL UNIVERSITY   (Turkey)

^b UNIVERSITY OF ESSEX   (United Kingdom)

Author keywords

Big bang big crunch optimization; Interval type 2 fuzzy PID; Interval type 2 fuzzy sets; Nonlinear control

Indexed keywords

COMPUTATIONAL COSTS; CONVENTIONAL DESIGN; FUZZY PID CONTROLLER; GLOBAL OPTIMIZATION ALGORITHM; INTERVAL TYPE-2 FUZZY; INTERVAL TYPE-2 FUZZY SETS; NON LINEAR CONTROL; OPTIMIZATION PARAMETER;

ALGORITHMS; CLOSED LOOP SYSTEMS; ELECTRIC CONTROL EQUIPMENT; FUZZY SETS; FUZZY SYSTEMS; GLOBAL OPTIMIZATION; PROPORTIONAL CONTROL SYSTEMS; THREE TERM CONTROL SYSTEMS;

OPTIMIZATION;

EID: 84887848558     PISSN: 10987584     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FUZZ-IEEE.2013.6622301     Document Type: Conference Paper

References (25)

1. N.N. Karnik, J.M. Mendel and Q. Liang, "Type-2 Fuzzy Logic Systems," IEEE Transaction on Fuzzy Systems, vol. 7 (6), pp. 643-658, 1999.
2. Q. Liang and J.M. Mendel, "Interval Type-2 Fuzzy Logic Systems: Theory and Design," IEEE Transactions on Fuzzy Systems, vol. 8(5), pp. 535-550, 2000.
3. T. Kumbasar, I. Eksin, M. Guzelkaya and E. Yesil, "Type-2 fuzzy model based controller design for neutralization processes," ISA Transactions, vol. 51 (2), pp. 277-287, 2012.
4. H. Hagras, "A Hierarchical Type-2 Fuzzy Logic Control Architecture for Autonomous Mobile Robots," IEEE Transactions on Fuzzy Systems, vol. 12(4), pp. 524-539, 2004.
5. D. Wu and W. W. Tan, "Genetic Learning and Performance Evaluation of Internal Type-2 Fuzzy Logic Controllers," Engineering Applications of Artificial Intelligence, vol. 19 (8), pp. 829-841, 2006.
6. R. Martinez, O. Castillo and L.T. Aguilar, "Optimization of Interval Type-2 Fuzzy Logic Controllers for a Perturbed Autonomous Wheeled Mobile Robot Using Genetic Algorithms," Information Sciences; vol. 179 (13), pp. 2158-2174, 2009.
7. O. Castillo, G. Huesca and F. Valdez, "Evolutionary Computing for Optimizing Type-2 Fuzzy Systems in Intelligent Control of Non-Linear Dynamic Plants," In Proceeding of North American Fuzzy Information Processing Society, pp. 247-251, 2005.
8. M. Galluzzo, B. Cosenza and A. Matharu, "Control of a Nonlinear Continuous Bioreactor with Bifurcation by a Type-2 Fuzzy Logic Controller," Computers & Chemical Engineering, vol. 32 (12), pp. 2986-2993, 2008.
9. T. Kumbasar, I. Eksin, M. Guzelkaya and E. Yesil, "Interval type-2 fuzzy inverse controller design in nonlinear IMC structure," Engineering Applications of Artificial Intelligence, vol. 24 (6), pp. 996-1005, 2011.
10. D. Wu and W. W. Tan, "Interval type-2 fuzzy PI controllers: Why they are more robust," IEEE International Conference on Granular Computing, Silicon Valley, August 2010, pp. 802-807, 2010.
11. M. Aliasghary, I. Eksin, M. Guzelkaya and T. Kumbasar, "Design of an interval type-2 fuzzy logic controller based on conventional PI controller," In: Proc. Int. Conf. MED, pp. 627-632, 2012.
12. D. Wu, "On the Fundamental Differences between Type-1 and Interval Type-2 Fuzzy Logic Controllers," Transactions on Fuzzy Systems vol. 20 (5), pp. 832-848, 2012.
13. D. Wu, "Twelve Considerations in Choosing between Gaussian and Trapezoidal Membership Functions in Interval Type-2 Fuzzy Logic Controllers," IEEE World Congress on Computational Intelligence, Brisbane, Australia, June 2012, pp. 1-8, 2012.
14. M. B. Biglarbegian, W. W. Melek and J. M. Mendel, "A practical approach for design of PD and PI like Interval Type-2 TSK fuzzy controllers," Proc. Int. Conf. SMC, pp. 255-261, 2009.
15. O. Castillo and P. Melin, "A review on the design and optimization of interval type-2 fuzzy controllers," Applied Soft Computing, vol. 12 (4), pp. 1267-1278, 2012.
16. O.K. Erol and I. Eksin, "A New Optimization Method: Big Bang Big Crunch," Advances in Engineering Software, vol. 37 (2), pp. 106-111, 2006.
17. T. Kumbasar, I. Eksin, M. Guzelkaya and E. Yesil, E., "Adaptive Fuzzy Model Based Inverse Controller Design Using BB-BC Optimization Algorithm," Expert Systems with Applications, vol. 38 (10), pp. 12356-12364, 2011.
18. S. Iplikci, "A support vector machine based control application to the experimental three-tank system," ISA Transactions, vol. 49 (3), pp. 376-386, 2010.
19. C.V. Camp, "Design of space trusses using big bang big crunch optimization," Journal of Structural Engineering, vol. 133 (7), pp. 999-1008, 2007.
20. A. Kaveh, A. and S. Talatahari, "Size Optimization of Space Trusses Using Big Bang-Big Crunch Algorithm," Computers and Structures, vol. 8 (17), pp. 1129-1140, 2009.
21. D. Wang and A. Kazuo, "Research on Fuzzy I-PD Preview Control for Nonlinear System," JSME International Journal Series C, Special Issue on Advances in Motion and Vibration Control Technology, vol. 46 (3), pp. 1042-1050, 2003.
22. M. Morari, and E. Zafiriou, "Robust process control,". Englewood Cliffs, NJ: Prentice-Hall, 1989.
23. S. Skogestad, "Simple analytic rules for model reduction and PID controller tuning," Journal of Process Control, vol. 13(4), pp. 291-309, 2003.
24. W. Z. Qiao and M. Mizumoto, "PID type fuzzy controller and parameters adaptive method," Fuzzy Sets and Systems, vol. 78 (1), pp. 23-35, 1996.
25. X.-G. Duan, H.-X. Li and H. Deng, "Effective Tuning Method for Fuzzy PID with Internal Model Control," Ind. Eng. Chem. Res., vol. 47 (21), pp. 8317-8323, 2008.