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Volumn 171, Issue 1, 2011, Pages 22-43

A species-based improved electromagnetism-like mechanism algorithm for TSK-type interval-valued neural fuzzy system optimization

Author keywords

Asymmetric; Classification; Fuzzy logic system; Interval valued fuzzy sets; Nonlinear system identification; Swarm intelligence

Indexed keywords

ASYMMETRIC; CLASSIFICATION; FUZZY LOGIC SYSTEM; INTERVAL-VALUED FUZZY SETS; NONLINEAR SYSTEM IDENTIFICATION; SWARM INTELLIGENCE;

EID: 79952443950     PISSN: 01650114     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.fss.2011.02.004     Document Type: Article
Times cited : (21)

References (36)
  • 1
    • 67349099090 scopus 로고    scopus 로고
    • A new method for design and reduction of neuro-fuzzy classification systems
    • K. Cpalka A new method for design and reduction of neuro-fuzzy classification systems IEEE Transactions on Neural Networks 20 4 2009 701 714
    • (2009) IEEE Transactions on Neural Networks , vol.20 , Issue.4 , pp. 701-714
    • Cpalka, K.1
  • 3
    • 0034244894 scopus 로고    scopus 로고
    • Identification and control of dynamic systems using recurrent fuzzy neural networks
    • C.H. Lee, and C.C. Teng Identification and control of dynamic systems using recurrent fuzzy neural networks IEEE Transactions on Fuzzy Systems 8 4 2000 349 366
    • (2000) IEEE Transactions on Fuzzy Systems , vol.8 , Issue.4 , pp. 349-366
    • Lee, C.H.1    Teng, C.C.2
  • 4
    • 59649108782 scopus 로고    scopus 로고
    • Performance enhancement for neural fuzzy systems using asymmetric membership functions
    • C.H. Lee, and H.Y. Pan Performance enhancement for neural fuzzy systems using asymmetric membership functions Fuzzy Sets and Systems 160 7 2009 949 971
    • (2009) Fuzzy Sets and Systems , vol.160 , Issue.7 , pp. 949-971
    • Lee, C.H.1    Pan, H.Y.2
  • 5
    • 0035453659 scopus 로고    scopus 로고
    • Fine tuning of membership functions for fuzzy neural systems
    • C.H. Lee, and C.C. Teng Fine tuning of membership functions for fuzzy neural systems Asian Journal of Control 3 3 2001 216 225
    • (2001) Asian Journal of Control , vol.3 , Issue.3 , pp. 216-225
    • Lee, C.H.1    Teng, C.C.2
  • 6
    • 67949117116 scopus 로고    scopus 로고
    • A granular reflex fuzzy min-max neural network for classification
    • A.V. Nandedkar, and P.K. Biswas A granular reflex fuzzy min-max neural network for classification IEEE Transactions on Neural Networks 20 7 2009 1117 1134
    • (2009) IEEE Transactions on Neural Networks , vol.20 , Issue.7 , pp. 1117-1134
    • Nandedkar, A.V.1    Biswas, P.K.2
  • 7
    • 0025399567 scopus 로고
    • Identification and control of dynamical systems using neural networks
    • DOI 10.1109/72.80202
    • K.S. Narendra, and K. Parthasarathy Identification and control of dynamical systems using neural networks IEEE Transactions on Neural Networks 1 1 1990 4 27 (Pubitemid 20689507)
    • (1990) IEEE Transactions on Neural Networks , vol.1 , Issue.1 , pp. 4-27
    • Narendra Kumpati, S.1    Parthasarathy Kannan2
  • 9
    • 7044260330 scopus 로고    scopus 로고
    • Evolutionary optimization of fuzzy models with asymmetric RBF membership functions using simplified fitness sharing
    • M.S. Kim, C.H. Kim, J.J. Lee, Evolutionary optimization of fuzzy models with asymmetric RBF membership functions using simplified fitness sharing, in: Lecture Notes in Artificial Intelligence, vol. 2715, 2003, pp. 628-635.
    • (2003) Lecture Notes in Artificial Intelligence , vol.2715 , pp. 628-635
    • Kim, M.S.1    Kim, C.H.2    Lee, J.J.3
  • 10
    • 17644415734 scopus 로고    scopus 로고
    • An asymmetric-similarity-measure-based neural fuzzy inference system
    • C.J. Lin, and W.H. Ho An asymmetric-similarity-measure-based neural fuzzy inference system Fuzzy Sets and Systems 152 2005 535 551
    • (2005) Fuzzy Sets and Systems , vol.152 , pp. 535-551
    • Lin, C.J.1    Ho, W.H.2
  • 14
    • 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.R. Díaz A hybrid learning algorithm for a class of interval type-2 fuzzy neural networks Information Sciences 179 13 2009 2175 2193
    • (2009) Information Sciences , vol.179 , Issue.13 , pp. 2175-2193
    • Castro, J.R.1    Castillo, O.2    Melin, P.3    Díaz, A.R.4
  • 15
    • 0016458950 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 199 249
    • (1975) Information Sciences , vol.8 , pp. 199-249
    • Zadeh, L.A.1
  • 16
    • 34248231350 scopus 로고    scopus 로고
    • Type-2 fuzzy logic: A historical view
    • DOI 10.1109/MCI.2007.357194
    • R.I. John, and S. Coupland Type-2 fuzzy logic a historical view IEEE Computational Intelligence Magazine 2 1 2007 57 62 (Pubitemid 46718758)
    • (2007) IEEE Computational Intelligence Magazine , vol.2 , Issue.1 , pp. 57-62
    • John, R.1    Coupland, S.2
  • 17
    • 0034159849 scopus 로고    scopus 로고
    • Indicator of inclusion grade for interval-valued fuzzy sets. Application to approximate reasoning based on interval-valued fuzzy sets
    • DOI 10.1016/S0888-613X(99)00045-6, PII S0888613X99000456
    • H. Bustince Indicator of inclusion grade for interval-valued fuzzy sets. Application to approximate reasoning based on interval-valued fuzzy sets International Journal of Approximate Reasoning 23 3 2000 137 209 (Pubitemid 34207603)
    • (2000) International Journal of Approximate Reasoning , vol.23 , Issue.3 , pp. 137-209
    • Bustince, H.1
  • 18
    • 0000196513 scopus 로고    scopus 로고
    • Vague sets are intuitionistic fuzzy sets
    • H. Bustince, and P. Burillo Vague sets are intuitionistic fuzzy sets Fuzzy Sets and Systems 79 1996 403 405 (Pubitemid 126667425)
    • (1996) Fuzzy Sets and Systems , vol.79 , Issue.3 , pp. 403-405
    • Bustince, H.1    Burillo, P.2
  • 19
    • 0038490668 scopus 로고    scopus 로고
    • Structures on intuitionistic fuzzy relations
    • H. Bustince, and P. Burillo Structures on intuitionistic fuzzy relations Fuzzy Sets and Systems 78 3 1996 293 303 (Pubitemid 126667376)
    • (1996) Fuzzy Sets and Systems , vol.78 , Issue.3 , pp. 293-303
    • Bustince, H.1    Burillo, P.2
  • 20
    • 0030401338 scopus 로고    scopus 로고
    • Construction theorems for intuitionistic fuzzy sets
    • P. Burillo, and H. Bustince Construction theorems for intuitionistic fuzzy sets Fuzzy Sets and Systems 84 3 1996 271 281 (Pubitemid 126682908)
    • (1996) Fuzzy Sets and Systems , vol.84 , Issue.3 , pp. 271-281
    • Burillo, P.1    Bustince, H.2
  • 21
    • 0000038881 scopus 로고
    • Interval valued fuzzy sets based on normal forms
    • I.B. Turksen Interval valued fuzzy sets based on normal forms Fuzzy Sets and Systems 20 2 1986 191 210
    • (1986) Fuzzy Sets and Systems , vol.20 , Issue.2 , pp. 191-210
    • Turksen, I.B.1
  • 23
    • 1842430895 scopus 로고    scopus 로고
    • Stabilization of nonlinear nonminimum phase systems: Adaptive parallel approach using recurrent fuzzy neural network
    • C.H. Lee Stabilization of nonlinear nonminimum phase systems: adaptive parallel approach using recurrent fuzzy neural network IEEE Transactions on Systems, Man, and Cybernetics, Part B 34 2 2004 1075 1088
    • (2004) IEEE Transactions on Systems, Man, and Cybernetics, Part B , vol.34 , Issue.2 , pp. 1075-1088
    • Lee, C.H.1
  • 24
    • 84867922216 scopus 로고    scopus 로고
    • An electromagnetism-like mechanism for global optimization
    • S.I. Birbil, and S.C. Fang An electromagnetism-like mechanism for global optimization Journal of Global Optimization 25 3 2003 263 282
    • (2003) Journal of Global Optimization , vol.25 , Issue.3 , pp. 263-282
    • Birbil, S.I.1    Fang, S.C.2
  • 25
    • 1842535329 scopus 로고    scopus 로고
    • A hybrid of genetic algorithm and particle swarm optimization for recurrent network design
    • C.F. Juang A hybrid of genetic algorithm and particle swarm optimization for recurrent network design IEEE Transactions on Systems, Man, and Cybernetics, Part B 34 2 2004 997 1006
    • (2004) IEEE Transactions on Systems, Man, and Cybernetics, Part B , vol.34 , Issue.2 , pp. 997-1006
    • Juang, C.F.1
  • 27
    • 84863115715 scopus 로고    scopus 로고
    • A hybrid of electromagnetism-like mechanism and back-propagation algorithms for recurrent neural fuzzy systems design
    • in press, doi: 10.1080/00207721.2010.488758
    • C.H. Lee, F.K. Chang, C.T. Kuo, H.H. Chang, A hybrid of electromagnetism-like mechanism and back-propagation algorithms for recurrent neural fuzzy systems design, International Journal of Systems Science, in press, doi: 10.1080/00207721.2010.488758
    • International Journal of Systems Science
    • Lee, C.H.1    Chang, F.K.2    Kuo, C.T.3    Chang, H.H.4
  • 29
    • 0025754995 scopus 로고
    • A norm selection criterion for the generalized delta rule
    • P. Burrascano A norm selection criterion for the generalized delta rule IEEE Transactions on Neural Networks 2 1 1991 125 130
    • (1991) IEEE Transactions on Neural Networks , vol.2 , Issue.1 , pp. 125-130
    • Burrascano, P.1
  • 30
    • 33747430130 scopus 로고    scopus 로고
    • Locating and tracking multiple dynamic optima by a particle swarm model using speciation
    • DOI 10.1109/TEVC.2005.859468
    • D. Parrott, and X. Li Locating and tracking multiple dynamic optima by a particle swarm model using speciation IEEE Transactions on Evolutionary Computation 10 4 2006 440 458 (Pubitemid 44251377)
    • (2006) IEEE Transactions on Evolutionary Computation , vol.10 , Issue.4 , pp. 440-458
    • Parrott, D.1    Li, X.2
  • 31
    • 76849088600 scopus 로고    scopus 로고
    • Hierarchical cluster-based multi-species particle swarm optimization for fuzzy system optimization
    • C.F. Juang, C.M. Hsiao, and C.H. Hsu Hierarchical cluster-based multi-species particle swarm optimization for fuzzy system optimization IEEE Transactions on Fuzzy Systems 18 1 2010 14 26
    • (2010) IEEE Transactions on Fuzzy Systems , vol.18 , Issue.1 , pp. 14-26
    • Juang, C.F.1    Hsiao, C.M.2    Hsu, C.H.3
  • 32
    • 0002591468 scopus 로고
    • A two-dimensional mapping with a strange attractor
    • M. Henon A two-dimensional mapping with a strange attractor Communications in Mathematical Physics 50 1976 69 77
    • (1976) Communications in Mathematical Physics , vol.50 , pp. 69-77
    • Henon, M.1
  • 33
    • 0031251688 scopus 로고    scopus 로고
    • Identifying chaotic systems via a Wiener-type cascade model
    • G. Chan, Y. Chen, and H. Ogamen Identifying chaotic systems via a Wiener-type cascade model IEEE Control Systems Magazine 17 5 1997 29 36 (Pubitemid 127595774)
    • (1997) IEEE Control Systems Magazine , vol.17 , Issue.5 , pp. 29-36
    • Chen, G.1    Chen, Y.2    Ogmen, H.3
  • 35
    • 84897586070 scopus 로고    scopus 로고
    • Artificial neural networks are zero-order TSK fuzzy systems
    • C.J. Mantas, and J.M. Puche Artificial neural networks are zero-order TSK fuzzy systems IEEE Transactions on Fuzzy Systems 16 3 2008 630 643
    • (2008) IEEE Transactions on Fuzzy Systems , vol.16 , Issue.3 , pp. 630-643
    • Mantas, C.J.1    Puche, J.M.2
  • 36
    • 44549084824 scopus 로고    scopus 로고
    • A K-order fuzzy or operator for pattern classification with K-order ambiguity rejection
    • L. Mascarilla, M. Berthier, and C. Frélicot A K-order fuzzy OR operator for pattern classification with K-order ambiguity rejection Fuzzy Sets and Systems 159 15 2008 2011 2029
    • (2008) Fuzzy Sets and Systems , vol.159 , Issue.15 , pp. 2011-2029
    • Mascarilla, L.1    Berthier, M.2    Frélicot, C.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.