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Volumn 10, Issue 6, 2002, Pages 756-766

Mamdani fuzzy system: Universal approximator to a class of random processes

Author keywords

Brownian motion; Canonical representation; Stochastic integral; Stochastic Mamdani fuzzy system; Universal approximator

Indexed keywords

ALGORITHMS; BROWNIAN MOVEMENT; COMPUTER SIMULATION; PATTERN RECOGNITION; RANDOM PROCESSES;

EID: 0036904721     PISSN: 10636706     EISSN: None     Source Type: Journal    
DOI: 10.1109/TFUZZ.2002.805890     Document Type: Article
Times cited : (28)

References (19)
  • 1
    • 0032784635 scopus 로고    scopus 로고
    • Artificial neural network as approximators of stochastic processes
    • M.R. Belli, M. Conti, P. Crippa, and C. Turchetti, "Artificial neural network as approximators of stochastic processes," Neural Networks, vol. 12, no. 4, pp. 647-658, 1999.
    • (1999) Neural Networks , vol.12 , Issue.4 , pp. 647-658
    • Belli, M.R.1    Conti, M.2    Crippa, P.3    Turchetti, C.4
  • 2
    • 6044236804 scopus 로고
    • Sugeno type controllers are universal controllers
    • J.J. Buckley, "Sugeno type controllers are universal controllers," Fuzzy Sets Syst., vol. 53, no. 2, pp. 299-303, 1993.
    • (1993) Fuzzy Sets Syst. , vol.53 , Issue.2 , pp. 299-303
    • Buckley, J.J.1
  • 3
    • 0032099977 scopus 로고    scopus 로고
    • Universal approximation in p-mean by neural networks
    • R.M. Burton and H.G. Dehling, "Universal approximation in p-mean by neural networks," Neural Networks, vol. 11, no. 4, pp. 661-667, 1998.
    • (1998) Neural Networks , vol.11 , Issue.4 , pp. 661-667
    • Burton, R.M.1    Dehling, H.G.2
  • 4
    • 0012099392 scopus 로고
    • Approximation of dynamical systems by continuous-time recurrent approximate identity neural networks
    • M. Conti and C. Turchetti, "Approximation of dynamical systems by continuous-time recurrent approximate identity neural networks," Neural, Parallel, Sci. Comput., vol. 2, no. 2, pp. 299-322, 1994.
    • (1994) Neural, Parallel, Sci. Comput. , vol.2 , Issue.2 , pp. 299-322
    • Conti, M.1    Turchetti, C.2
  • 7
    • 0032762126 scopus 로고    scopus 로고
    • Function approximation with spiked random networks
    • Feb.
    • E. Gelenbe, Z.H. Mao, and Y.D. Li, "Function approximation with spiked random networks," IEEE Trans. Neural Networks, vol. 10, pp. 3-9, Feb. 1999.
    • (1999) IEEE Trans. Neural Networks , vol.10 , pp. 3-9
    • Gelenbe, E.1    Mao, Z.H.2    Li, Y.D.3
  • 8
    • 33745475349 scopus 로고    scopus 로고
    • A survey of recent advances in fuzzy logic in telecommunication networks and new challenges
    • Aug.
    • S. Ghosh et al., "A survey of recent advances in fuzzy logic in telecommunication networks and new challenges," IEEE Trans. Fuzzy Syst., vol. 6, pp. 443-447, Aug. 1998.
    • (1998) IEEE Trans. Fuzzy Syst. , vol.6 , pp. 443-447
    • Ghosh, S.1
  • 10
    • 0346386135 scopus 로고    scopus 로고
    • Approximation of generalized fuzzy system to integrable function
    • P. Liu and H. Li, "Approximation of generalized fuzzy system to integrable function," Sci. China, ser. E, vol. 43, no. 6, pp. 613-622, 2000.
    • (2000) Sci. China, Ser. E , vol.43 , Issue.6 , pp. 613-622
    • Liu, P.1    Li, H.2
  • 11
    • 0035480367 scopus 로고    scopus 로고
    • p (mu)-norm approximation capability of generalized Mamdani fuzzy systems
    • p (mu)-norm approximation capability of generalized Mamdani fuzzy systems," Inform. Sci., vol. 138, no. 3-4, pp: 195-210, 2001.
    • (2001) Inform. Sci. , vol.138 , Issue.3-4 , pp. 195-210
  • 12
    • 0032074869 scopus 로고    scopus 로고
    • Fuzzy piecewise multilinear and piecewise linear system as universal approximators in Sobolev norms
    • Apr.
    • R. Rovatti, "Fuzzy piecewise multilinear and piecewise linear system as universal approximators in Sobolev norms," IEEE Trans. Fuzzy Syst., vol. 6, pp. 235-249, Apr. 1998.
    • (1998) IEEE Trans. Fuzzy Syst. , vol.6 , pp. 235-249
    • Rovatti, R.1
  • 14
    • 0028741851 scopus 로고
    • Approximate identity neural networks for analog synthesis of nonlinear dynamical systems
    • June
    • C. Turchetti and M. Conti, "Approximate identity neural networks for analog synthesis of nonlinear dynamical systems," IEEE Trans. Circuits Syst., vol. 41, pp. 841-858, June 1994.
    • (1994) IEEE Trans. Circuits Syst. , vol.41 , pp. 841-858
    • Turchetti, C.1    Conti, M.2
  • 15
    • 0032209025 scopus 로고    scopus 로고
    • On the approximation of stochastic processes by approximate identity neural networks
    • Dec.
    • C. Turchetti, M. Conti, P. Crippa, and S. Orcioni, "On the approximation of stochastic processes by approximate identity neural networks," IEEE Trans. Neural Networks, vol. 9, pp. 1069-1084, Dec. 1998.
    • (1998) IEEE Trans. Neural Networks , vol.9 , pp. 1069-1084
    • Turchetti, C.1    Conti, M.2    Crippa, P.3    Orcioni, S.4
  • 17
    • 0028400629 scopus 로고
    • Sufficient conditions on general fuzzy systems as function approximators
    • H. Ying, "Sufficient conditions on general fuzzy systems as function approximators," Automatica, vol. 30, no. 4, pp. 521-525, 1994.
    • (1994) Automatica , vol.30 , Issue.4 , pp. 521-525
    • Ying, H.1
  • 18
    • 84941527251 scopus 로고
    • Approximation theory of fuzzy systems - MIMO case
    • Apr.
    • X.J. Zeng and M.G. Singh, "Approximation theory of fuzzy systems-MIMO case," IEEE Trans, Fuzzy Syst., vol. 3, pp. 219-235, Apr. 1995.
    • (1995) IEEE Trans, Fuzzy Syst. , vol.3 , pp. 219-235
    • Zeng, X.J.1    Singh, M.G.2
  • 19
    • 0031699499 scopus 로고    scopus 로고
    • Compensatory neurofuzzy systems with fast leanring algorithms
    • Feb.
    • Y.Q. Zhang and A. Kandel, "Compensatory neurofuzzy systems with fast leanring algorithms," IEEE Trans. Neural Network, vol. 9, pp. 83-105, Feb. 1998.
    • (1998) IEEE Trans. Neural Network , vol.9 , pp. 83-105
    • Zhang, Y.Q.1    Kandel, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.