메뉴 건너뛰기




Volumn 19, Issue 12, 2004, Pages 1257-1275

Performance comparison between the Training method and the numerical method of the orthogonal neural network in function approximation

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATION THEORY; CHEBYSHEV APPROXIMATION; CONVERGENCE OF NUMERICAL METHODS; FUNCTIONS; INTERPOLATION; LAGRANGE MULTIPLIERS; POLYNOMIALS;

EID: 10044236527     PISSN: 08848173     EISSN: None     Source Type: Journal    
DOI: 10.1002/int.20047     Document Type: Article
Times cited : (12)

References (20)
  • 1
    • 10044258241 scopus 로고
    • Efficient approximation with neural networks: A comparison of gate functions
    • The Pennsylvania State University
    • DasGupta B, Schnitger G. Efficient approximation with neural networks: A comparison of gate functions. Technical report, The Pennsylvania State University; 1991.
    • (1991) Technical Report
    • Dasgupta, B.1    Schnitger, G.2
  • 2
    • 0011799992 scopus 로고
    • A better activation function for artificial neural networks
    • Institute for Systems Research, University of Maryland
    • Elliott DL. A better activation function for artificial neural networks. Technical report, Institute for Systems Research, University of Maryland; 1993.
    • (1993) Technical Report
    • Elliott, D.L.1
  • 3
    • 0027208467 scopus 로고
    • Conventional modeling of the multilayer perceptron using polynomial basis functions
    • Chen MS, Manry MT. Conventional modeling of the multilayer perceptron using polynomial basis functions. IEEE Trans Neural Netw 1993;4:164-166.
    • (1993) IEEE Trans Neural Netw , vol.4 , pp. 164-166
    • Chen, M.S.1    Manry, M.T.2
  • 4
  • 5
    • 0015142058 scopus 로고
    • Polynomial theorem of complex systems
    • Ivakhnenko AG. Polynomial theorem of complex systems. IEEE Trans Syst Man Cyber 1971;SMC-1(4):364-378.
    • (1971) IEEE Trans Syst Man Cyber , vol.SMC-1 , Issue.4 , pp. 364-378
    • Ivakhnenko, A.G.1
  • 7
    • 0026925677 scopus 로고
    • Self-learning fuzzy controllers based on temporal backpropagation
    • Jang JS. Self-learning fuzzy controllers based on temporal backpropagation. IEEE Trans Neural Netw 1992;3:714-723.
    • (1992) IEEE Trans Neural Netw , vol.3 , pp. 714-723
    • Jang, J.S.1
  • 8
    • 0027266182 scopus 로고
    • Functional equivalence between radial basis function networks and fuzzy inference systems
    • Jang JS, Sun CT. Functional equivalence between radial basis function networks and fuzzy inference systems. IEEE Trans Neural Netw 1993;4:156-159.
    • (1993) IEEE Trans Neural Netw , vol.4 , pp. 156-159
    • Jang, J.S.1    Sun, C.T.2
  • 10
    • 0003049327 scopus 로고
    • Neural-net computing and the intelligent control of systems
    • Pao YH, Phillips SM, Sobajic DJ. Neural-net computing and the intelligent control of systems. Int J Control 1992;56:263-289.
    • (1992) Int J Control , vol.56 , pp. 263-289
    • Pao, Y.H.1    Phillips, S.M.2    Sobajic, D.J.3
  • 12
    • 0006743887 scopus 로고
    • Unstable backpropagation method in neural networks: A remedy
    • Huang HP, Cheng JJ. Unstable backpropagation method in neural networks: A remedy. In: 2nd Int Conf on Automation Technology, Vol 1; 1992. pp 249-255.
    • (1992) 2nd Int Conf on Automation Technology , vol.1 , pp. 249-255
    • Huang, H.P.1    Cheng, J.J.2
  • 13
    • 0030270309 scopus 로고    scopus 로고
    • An orthogonal neural network for function approximation
    • Yang SS, Tseng CS. An orthogonal neural network for function approximation. IEEE Trans Syst Man Cyber 1996;26:779-785.
    • (1996) IEEE Trans Syst Man Cyber , vol.26 , pp. 779-785
    • Yang, S.S.1    Tseng, C.S.2
  • 14
    • 0029488617 scopus 로고
    • A new orthogonal neural network
    • Perth, West Australia, November
    • Tseng CS, Yang SS. A new orthogonal neural network. In: IEEE Conf on Neural Network, Vol I, Perth, West Australia, November 1995. pp 296-299.
    • (1995) IEEE Conf on Neural Network , vol.1 , pp. 296-299
    • Tseng, C.S.1    Yang, S.S.2
  • 15
    • 0035576148 scopus 로고    scopus 로고
    • Properties and performance of orthogonal neural network in function approximation
    • Sher CF, Tseng CS, Chen CS. Properties and performance of orthogonal neural network in function approximation. Int J Intell Syst 2001;16:1377-1392.
    • (2001) Int J Intell Syst , vol.16 , pp. 1377-1392
    • Sher, C.F.1    Tseng, C.S.2    Chen, C.S.3
  • 16
    • 10044244319 scopus 로고    scopus 로고
    • An orthogonal neural controller with the application in a ball beam system control
    • Mai CC, Tseng CS, Chen CS. An orthogonal neural controller with the application in a ball beam system control. Int J Intell Control Syst 1999;3:223-236.
    • (1999) Int J Intell Control Syst , vol.3 , pp. 223-236
    • Mai, C.C.1    Tseng, C.S.2    Chen, C.S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.