메뉴 건너뛰기




Volumn 12, Issue 4, 2012, Pages 1267-1278

A review on the design and optimization of interval type-2 fuzzy controllers

Author keywords

Bio inspired methods; Design and optimization; Type 2 fuzzy controllers

Indexed keywords

ANT COLONY OPTIMIZATION; GENETIC ALGORITHMS; PARTICLE SWARM OPTIMIZATION (PSO);

EID: 84857116526     PISSN: 15684946     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.asoc.2011.12.010     Document Type: Article
Times cited : (321)

References (71)
  • 3
  • 5
    • 78751638074 scopus 로고    scopus 로고
    • Support vector machine approach to for longitudinal dispersion coefficients in streams
    • H.M. Azamathulla, and F.-C. Wu Support vector machine approach to for longitudinal dispersion coefficients in streams Applied Soft Computing 11 2011 2902 2905
    • (2011) Applied Soft Computing , vol.11 , pp. 2902-2905
    • Azamathulla, H.M.1    Wu, F.-C.2
  • 6
    • 79952638872 scopus 로고    scopus 로고
    • Design of novel interval type-2 fuzzy controllers for modular and reconfigurable robots: Theory and experiments
    • M. Biglarbegian, W.W. Melek, and J.M. Mendel Design of novel interval type-2 fuzzy controllers for modular and reconfigurable robots: theory and experiments IEEE Transactions on Industrial Electronics 58 2011 1371 1384
    • (2011) IEEE Transactions on Industrial Electronics , vol.58 , pp. 1371-1384
    • Biglarbegian, M.1    Melek, W.W.2    Mendel, J.M.3
  • 7
    • 77956617124 scopus 로고    scopus 로고
    • A fuzzy logic controller tuned with PSO for 2 DOF robot trajectory control
    • Z. Bingül, and O. Karahan A fuzzy logic controller tuned with PSO for 2 DOF robot trajectory control Expert Systems with Applications 38 2011 1017 1031
    • (2011) Expert Systems with Applications , vol.38 , pp. 1017-1031
    • Bingül, Z.1    Karahan, O.2
  • 11
    • 59549104063 scopus 로고    scopus 로고
    • Evolutionary computing for topology optimization of type-2 fuzzy systems
    • O. Castillo, A.I. Martinez, and A.C. Martinez Evolutionary computing for topology optimization of type-2 fuzzy systems Advances in Soft Computing 41 2007 63 75
    • (2007) Advances in Soft Computing , vol.41 , pp. 63-75
    • Castillo, O.1    Martinez, A.I.2    Martinez, A.C.3
  • 12
    • 34547414844 scopus 로고    scopus 로고
    • Evolutionary computing for topology optimization of type-2 fuzzy controllers
    • O. Castillo, G. Huesca, and F. Valdez Evolutionary computing for topology optimization of type-2 fuzzy controllers Studies in Fuzziness and Soft Computing 208 2008 163 178
    • (2008) Studies in Fuzziness and Soft Computing , vol.208 , pp. 163-178
    • Castillo, O.1    Huesca, G.2    Valdez, F.3
  • 14
    • 40649108821 scopus 로고    scopus 로고
    • Systematic design of a stable type-2 fuzzy logic controller
    • DOI 10.1016/j.asoc.2007.02.021, PII S156849460700124X
    • O. Castillo, L.T. Aguilar, N.R. Cazarez-Castro, and S. Cardenas Systematic design of a stable type-2 fuzzy logic controller Applied Soft Computing Journal 8 2008 1274 1279 (Pubitemid 351375177)
    • (2008) Applied Soft Computing Journal , vol.8 , Issue.3 , pp. 1274-1279
    • Castillo, O.1    Aguilar, L.2    Cazarez, N.3    Cardenas, S.4
  • 15
    • 79957616719 scopus 로고    scopus 로고
    • Comparative study of bio-inspired algorithms applied to the optimization of type-1 and type-2 fuzzy controllers for an autonomous mobile robot
    • in press
    • O. Castillo, R. Martinez-Marroquin, P, Melin, F. Valdez, J. Soria, Comparative study of bio-inspired algorithms applied to the optimization of type-1 and type-2 fuzzy controllers for an autonomous mobile robot, Information Sciences, in press.
    • Information Sciences
    • Castillo, O.1    Martinez-Marroquin, R.P.2    Melin3    Valdez, F.4    Soria, J.5
  • 16
    • 79956197046 scopus 로고    scopus 로고
    • Optimization of interval type-2 fuzzy logic controllers using evolutionary algorithms
    • O. Castillo, P. Melin, A. Alanis, O. Montiel, and R. Sepulveda Optimization of interval type-2 fuzzy logic controllers using evolutionary algorithms Journal of Soft Computing 15 6 2011 1145 1160
    • (2011) Journal of Soft Computing , vol.15 , Issue.6 , pp. 1145-1160
    • Castillo, O.1    Melin, P.2    Alanis, A.3    Montiel, O.4    Sepulveda, R.5
  • 17
  • 20
    • 64549090645 scopus 로고    scopus 로고
    • A hybrid learning algorithm for a class of interval type-2 fuzzy neural networks
    • J.R. Castro, O. Castillo, P. Melin, and A. Rodriguez-Diaz A hybrid learning algorithm for a class of interval type-2 fuzzy neural networks Information Sciences 179 2009 2175 2193
    • (2009) Information Sciences , vol.179 , pp. 2175-2193
    • Castro, J.R.1    Castillo, O.2    Melin, P.3    Rodriguez-Diaz, A.4
  • 22
    • 78049263580 scopus 로고    scopus 로고
    • Design of a fuzzy system for the longitudinal control of an F-14 airplane
    • L. Cervantes, and O. Castillo Design of a fuzzy system for the longitudinal control of an F-14 airplane Studies in Computational Intelligence 318 2010 213 224
    • (2010) Studies in Computational Intelligence , vol.318 , pp. 213-224
    • Cervantes, L.1    Castillo, O.2
  • 23
    • 84863230634 scopus 로고    scopus 로고
    • A refactoring method for cache-efficient swarm intelligence algorithms
    • (doi:10.1016/j.ins.2010.02.025)
    • F.C. Chang, H.C. Huang, A refactoring method for cache-efficient swarm intelligence algorithms, Information Sciences (doi:10.1016/j.ins.2010.02.025).
    • Information Sciences
    • Chang, F.C.1    Huang, H.C.2
  • 29
    • 77953135376 scopus 로고    scopus 로고
    • Adaptive type-2 fuzzy logic control of a bioreactor
    • M. Galluzzo, and B. Cosenza Adaptive type-2 fuzzy logic control of a bioreactor Chemical Engineering Science 65 2010 4208 4221
    • (2010) Chemical Engineering Science , vol.65 , pp. 4208-4221
    • Galluzzo, M.1    Cosenza, B.2
  • 30
    • 4344620181 scopus 로고    scopus 로고
    • Hierarchical type-2 fuzzy logic control architecture for autonomous mobile robots
    • H. Hagras Hierarchical type-2 fuzzy logic control architecture for autonomous mobile robots IEEE Transactions on Fuzzy Systems 12 2004 524 539
    • (2004) IEEE Transactions on Fuzzy Systems , vol.12 , pp. 524-539
    • Hagras, H.1
  • 32
    • 79952557849 scopus 로고    scopus 로고
    • Optimizing multiple interference cancellations of linear phase array based on particle swarm optimization
    • C.H. Hsu, W.J. Shyr, and K.H. Kuo Optimizing multiple interference cancellations of linear phase array based on particle swarm optimization Journal of Information Hiding and Multimedia Signal Processing 1 2010 292 300
    • (2010) Journal of Information Hiding and Multimedia Signal Processing , vol.1 , pp. 292-300
    • Hsu, C.H.1    Shyr, W.J.2    Kuo, K.H.3
  • 33
    • 55549101583 scopus 로고    scopus 로고
    • The optimized copyright protection system with genetic watermarking
    • H.C. Huang, C.M. Chu, and J.S. Pan The optimized copyright protection system with genetic watermarking Soft Computing 13 2009 333 343
    • (2009) Soft Computing , vol.13 , pp. 333-343
    • Huang, H.C.1    Chu, C.M.2    Pan, J.S.3
  • 35
    • 70349611066 scopus 로고    scopus 로고
    • Reinforcement ant optimized fuzzy controller for mobile-robot wall-following control
    • C.-F. Juang, and C.-H. Hsu Reinforcement ant optimized fuzzy controller for mobile-robot wall-following control IEEE Transactions on Industrial Electronics 56 2009 3931 3940
    • (2009) IEEE Transactions on Industrial Electronics , vol.56 , pp. 3931-3940
    • Juang, C.-F.1    Hsu, C.-H.2
  • 36
    • 70349619381 scopus 로고    scopus 로고
    • Reinforcement interval type-2 fuzzy controller design by online rule generation and Q-value-aided ant colony optimization
    • C.F. Juang, and C.H. Hsu Reinforcement interval type-2 fuzzy controller design by online rule generation and Q-value-aided ant colony optimization IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics 39 2009 1528 1542
    • (2009) IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics , vol.39 , pp. 1528-1542
    • Juang, C.F.1    Hsu, C.H.2
  • 39
    • 77952325638 scopus 로고    scopus 로고
    • The design of optimized fuzzy cascade controller: Focused on type-2 fuzzy controller and HFC-based genetic algorithms
    • W.-D. Kim, H.-J. Jang, and S.-K. Oh The design of optimized fuzzy cascade controller: focused on type-2 fuzzy controller and HFC-based genetic algorithms Transactions of the Korean Institute of Electrical Engineers 59 2010 972 980
    • (2010) Transactions of the Korean Institute of Electrical Engineers , vol.59 , pp. 972-980
    • Kim, W.-D.1    Jang, H.-J.2    Oh, S.-K.3
  • 41
    • 19144369004 scopus 로고    scopus 로고
    • An adaptive type-2 fuzzy neural controller for nonlinear uncertain systems
    • 201-1536
    • C.-H. Lee, and Y.-C. Lin An adaptive type-2 fuzzy neural controller for nonlinear uncertain systems Control and Intelligent Systems 33 2005 13 25 (Pubitemid 40715268)
    • (2005) Control and Intelligent Systems , vol.33 , Issue.1 , pp. 13-25
    • Lee, C.-H.1    Lin, Y.-C.2
  • 43
    • 78751545395 scopus 로고    scopus 로고
    • Comparative analysis of type-1 and type-2 fuzzy control in context of learning behaviors for mobile robotics
    • art. no. 5675521
    • O. Linda, M. Manic, Comparative analysis of type-1 and type-2 fuzzy control in context of learning behaviors for mobile robotics, in: IECON Proceedings (Industrial Electronics Conference), art. no. 5675521, 2010, pp. 1092-1098.
    • (2010) IECON Proceedings (Industrial Electronics Conference) , pp. 1092-1098
    • Linda, O.1    Manic, M.2
  • 44
    • 55249086522 scopus 로고    scopus 로고
    • Optimization with genetic algorithms of interval type-2 fuzzy logic controllers for an autonomous wheeled mobile robot: A comparison under different kinds of perturbations
    • paper #FS0225
    • R. Martinez, O. Castillo, L.T. Aguilar, Optimization with genetic algorithms of interval type-2 fuzzy logic controllers for an autonomous wheeled mobile robot: a comparison under different kinds of perturbations, in: Proceedings of the IEEE FUZZ Conference, 2008, paper #FS0225.
    • (2008) Proceedings of the IEEE FUZZ Conference
    • Martinez, R.1    Castillo, O.2    Aguilar, L.T.3
  • 45
    • 64549100695 scopus 로고    scopus 로고
    • Optimization of interval type-2 fuzzy logic controllers for a perturbed autonomous wheeled mobile robot using genetic algorithms
    • 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 179 2009 2158 2174
    • (2009) Information Sciences , vol.179 , pp. 2158-2174
    • Martinez, R.1    Castillo, O.2    Aguilar, L.T.3
  • 48
    • 74849093400 scopus 로고    scopus 로고
    • Parameter tuning of membership functions of a type-1 and type-2 fuzzy logic controller for an autonomous wheeled mobile robot using ant colony optimization
    • San Antonio
    • R. Martinez-Marroquin, O. Castillo, J. Soria, Parameter tuning of membership functions of a type-1 and type-2 fuzzy logic controller for an autonomous wheeled mobile robot using ant colony optimization, in: Proceedings of IEEE International Conference on Systems, Man and Cybernetics, San Antonio, 2009, pp. 4770-4775.
    • (2009) Proceedings of IEEE International Conference on Systems, Man and Cybernetics , pp. 4770-4775
    • Martinez-Marroquin, R.1    Castillo, O.2    Soria, J.3
  • 49
    • 0001341056 scopus 로고    scopus 로고
    • A new method for adaptive model-based control of non-linear dynamic plants using a neuro-fuzzy-fractal approach
    • P. Melin, and O. Castillo A new method for adaptive model-based control of non-linear dynamic plants using a neuro-fuzzy-fractal approach Journal of Soft Computing 5 2001 171 177 (Pubitemid 33265095)
    • (2001) Journal of Soft Computing , vol.5 , Issue.2 , pp. 171-177
    • Melin, P.1    Castillo, O.2
  • 50
    • 0038537523 scopus 로고    scopus 로고
    • A new method for adaptive model-based control of nonlinear plants using type-2 fuzzy logic and neural networks
    • P. Melin, O. Castillo, A new method for adaptive model-based control of nonlinear plants using type-2 fuzzy logic and neural networks, in: Proceedings of the IEEE FUZZ Conference, 2003, pp. 420-425.
    • (2003) Proceedings of the IEEE FUZZ Conference , pp. 420-425
    • Melin, P.1    Castillo, O.2
  • 51
    • 11144298644 scopus 로고    scopus 로고
    • A new method for adaptive control of non-linear plants using Type-2 fuzzy logic and neural networks
    • DOI 10.1080/03081070310001633608
    • P. Melin, and O. Castillo A new method for adaptive control of non-linear plants using type-2 fuzzy logic and neural networks International Journal of General Systems 33 2004 289 304 (Pubitemid 40026244)
    • (2004) International Journal of General Systems , vol.33 , Issue.2-3 , pp. 289-304
    • Melin, P.1    Castillo, O.2
  • 52
    • 33846230084 scopus 로고    scopus 로고
    • An intelligent hybrid approach for industrial quality control combining neural networks, fuzzy logic and fractal theory
    • DOI 10.1016/j.ins.2006.07.022, PII S0020025506002179, Fuzzy set applications in Industrial Engineering
    • P. Melin, and O. Castillo An intelligent hybrid approach for industrial quality control combining neural networks, fuzzy logic and fractal theory Information Sciences 177 2007 1543 1557 (Pubitemid 46107425)
    • (2007) Information Sciences , vol.177 , Issue.7 , pp. 1543-1557
    • Melin, P.1    Castillo, O.2
  • 53
    • 0033733785 scopus 로고    scopus 로고
    • Uncertainty, fuzzy logic, and signal processing
    • J.M. Mendel Uncertainty, fuzzy logic, and signal processing Signal Processing Journal 80 2000 913 933
    • (2000) Signal Processing Journal , vol.80 , pp. 913-933
    • Mendel, J.M.1
  • 54
    • 68849098170 scopus 로고    scopus 로고
    • Interval type-2 fuzzy logic and modular neural networks for face recognition applications
    • O. Mendoza, P. Melin, and O. Castillo Interval type-2 fuzzy logic and modular neural networks for face recognition applications Applied Soft Computing Journal 9 2009 1377 1387
    • (2009) Applied Soft Computing Journal , vol.9 , pp. 1377-1387
    • Mendoza, O.1    Melin, P.2    Castillo, O.3
  • 56
    • 79955618765 scopus 로고    scopus 로고
    • A comparative experimental study of type-1/type-2 fuzzy cascade controller based on genetic algorithms and particle swarm optimization
    • S.-K. Oh, H.-J. Jang, and W. Pedrycz A comparative experimental study of type-1/type-2 fuzzy cascade controller based on genetic algorithms and particle swarm optimization Expert Systems with Applications 38 9 2011 11217 11229
    • (2011) Expert Systems with Applications , vol.38 , Issue.9 , pp. 11217-11229
    • Oh, S.-K.1    Jang, H.-J.2    Pedrycz, W.3
  • 60
    • 79952009516 scopus 로고    scopus 로고
    • Robust decentralized load frequency control of interconnected power system with generation rate constraint using type-2 fuzzy approach
    • K.R. Sudha, and R. Vijaya Santhi Robust decentralized load frequency control of interconnected power system with generation rate constraint using type-2 fuzzy approach International Journal of Electrical Power and Energy Systems 33 2011 699 707
    • (2011) International Journal of Electrical Power and Energy Systems , vol.33 , pp. 699-707
    • Sudha, K.R.1    Vijaya Santhi, R.2
  • 61
    • 0001586159 scopus 로고
    • Application of fuzzy sets of type 2 to the solution of fuzzy equations systems
    • M. Wagenknecht, and K. Hartmann Application of fuzzy sets of type 2 to the solution of fuzzy equations systems Fuzzy Sets and Systems 25 1988 183 190
    • (1988) Fuzzy Sets and Systems , vol.25 , pp. 183-190
    • Wagenknecht, M.1    Hartmann, K.2
  • 62
    • 50249168123 scopus 로고    scopus 로고
    • A genetic algorithm based architecture for evolving type-2 fuzzy logic controllers for real world autonomous mobile robots
    • London
    • C. Wagner, and H. Hagras A genetic algorithm based architecture for evolving type-2 fuzzy logic controllers for real world autonomous mobile robots Proceedings of the IEEE Conference on Fuzzy Systems London 2007
    • (2007) Proceedings of the IEEE Conference on Fuzzy Systems
    • Wagner, C.1    Hagras, H.2
  • 63
    • 59549101382 scopus 로고    scopus 로고
    • Evolving type-2 fuzzy logic controllers for autonomous mobile robots
    • C. Wagner, and H. Hagras Evolving type-2 fuzzy logic controllers for autonomous mobile robots Advances in Soft Computing 41 2007 16 25
    • (2007) Advances in Soft Computing , vol.41 , pp. 16-25
    • Wagner, C.1    Hagras, H.2
  • 66
    • 11144255796 scopus 로고    scopus 로고
    • A type-2 fuzzy logic controller for the liquid-level process
    • 2004 IEEE International Conference on Fuzzy Systems - Proceedings
    • D. Wu, and W.-W. Tan A type-2 fuzzy logic controller for the liquid level process Proceedings of the IEEE Conference on Fuzzy Systems Budapest 2004 953 958 (Pubitemid 40028027)
    • (2004) IEEE International Conference on Fuzzy Systems , vol.2 , pp. 953-958
    • Wu, D.1    Tan, W.W.2
  • 67
    • 33750497248 scopus 로고    scopus 로고
    • Genetic learning and performance evaluation of interval type-2 fuzzy logic controllers
    • DOI 10.1016/j.engappai.2005.12.011, PII S0952197606000388
    • D. Wu, and W.-W. Tan Genetic learning and performance evaluation of interval type-2 fuzzy logic controllers Engineering Applications of Artificial Intelligence 19 2006 829 841 (Pubitemid 44667712)
    • (2006) Engineering Applications of Artificial Intelligence , vol.19 , Issue.8 , pp. 829-841
    • Wu Dongrui1    Wan Tan Woei2
  • 68
    • 84960623699 scopus 로고
    • Fuzzy subsets of type II in decisions
    • R.R. Yager Fuzzy subsets of type II in decisions Journal of Cybernetics 10 1980 137 159
    • (1980) Journal of Cybernetics , vol.10 , pp. 137-159
    • Yager, R.R.1
  • 69
    • 0016631726 scopus 로고
    • The concept of a linguistic variable and its application to approximate reasoning
    • L.A. Zadeh The concept of a linguistic variable and its application to approximate reasoning Information Sciences 8 1975 43 80
    • (1975) Information Sciences , vol.8 , pp. 43-80
    • Zadeh, L.A.1
  • 71
    • 33748147713 scopus 로고    scopus 로고
    • Type-2 fuzzy modeling for desulphurization of steel process
    • DOI 10.1016/j.eswa.2005.11.023, PII S0957417405003192
    • M.H.F. Zarandi, I.B. Turksen, and O.T. Kasbi Type-2 fuzzy modelling for desulphurization of steel process Expert Systems with Applications 32 2007 157 171 (Pubitemid 44311473)
    • (2007) Expert Systems with Applications , vol.32 , Issue.1 , pp. 157-171
    • Fazel Zarandi, M.H.1    Turksen, I.B.2    Torabi Kasbi, O.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.