메뉴 건너뛰기




Volumn 112, Issue 1, 2000, Pages 85-97

Application of neural networks incorporated with real-valued genetic algorithms in knowledge acquisition

Author keywords

Fuzzy control; Medicine; Neural networks; Pattern recognition

Indexed keywords


EID: 0005355118     PISSN: 01650114     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0165-0114(98)00180-8     Document Type: Article
Times cited : (41)

References (30)
  • 1
    • 0027256907 scopus 로고
    • A simple direct adaptive fuzzy controller derived from its neural equivalent
    • San Francisco
    • H. Bersini, J.P. Nordvik, A. Bonarini, A simple direct adaptive fuzzy controller derived from its neural equivalent, Proc. IEEE Int. Conf. Fuzzy System, vol. 1, San Francisco, 1993, pp. 345-350.
    • (1993) Proc. IEEE Int. Conf. Fuzzy System , vol.1 , pp. 345-350
    • Bersini, H.1    Nordvik, J.P.2    Bonarini, A.3
  • 3
    • 0000526870 scopus 로고
    • Extraction of semantic features and logical rules from a multilayer neural network
    • Washington DC
    • L. Bochereau, P. Bourgine, Extraction of semantic features and logical rules from a multilayer neural network, Proc. IJCNN 90, Washington DC, 1990, pp. 579-582.
    • (1990) Proc. IJCNN 90 , pp. 579-582
    • Bochereau, L.1    Bourgine, P.2
  • 4
    • 0024861871 scopus 로고
    • Approximation by superpositions of sigmoidal functions
    • G. Cybenko, Approximation by superpositions of sigmoidal functions, Math. Control Signals Systems 2 (1989) 315-341.
    • (1989) Math. Control Signals Systems , vol.2 , pp. 315-341
    • Cybenko, G.1
  • 5
    • 0026404308 scopus 로고
    • A novel class of neural networks with quadratic junctions
    • Received the Franklin V. Taylor Award
    • N. DeClaris, M.-C. Su, A novel class of neural networks with quadratic junctions, IEEE Int. Conf. on Systems Man and Cybernet. 1991, pp. 1557-1562 (Received the 1992 Franklin V. Taylor Award).
    • (1991) IEEE Int. Conf. on Systems Man and Cybernet , pp. 1557-1562
    • DeClaris, N.1    Su, M.-C.2
  • 6
    • 0005889465 scopus 로고
    • Introduction to the theory and application of neural networks with quadratic junctions
    • Chicago, USA
    • N. DeClaris, M.-C. Su, Introduction to the theory and application of neural networks with quadratic junctions, IEEE Int. Conf. on Systems Man and Cybernet., Chicago, USA, 1992, pp. 1320-1325.
    • (1992) IEEE Int. Conf. on Systems Man and Cybernet , pp. 1320-1325
    • DeClaris, N.1    Su, M.-C.2
  • 7
    • 84920183623 scopus 로고
    • Rule learning by searching on adapted nets
    • L.M. Fu, Rule learning by searching on adapted nets, AAAI'91, 1991, pp. 590-595.
    • (1991) AAAI'91 , pp. 590-595
    • Fu, L.M.1
  • 8
    • 0024866495 scopus 로고
    • On the approximation realization of continuous mappings by neural networks
    • K. Funahashi, On the approximation realization of continuous mappings by neural networks, Neural Networks 2 (1989) 183-192.
    • (1989) Neural Networks , vol.2 , pp. 183-192
    • Funahashi, K.1
  • 9
    • 0023962833 scopus 로고
    • Connectionist expert systems
    • S.I. Gallant, Connectionist expert systems, Commun. ACM 31 (1988) 152-169.
    • (1988) Commun. ACM , vol.31 , pp. 152-169
    • Gallant, S.I.1
  • 12
    • 0000854380 scopus 로고
    • Rule-based neural networks for classification and probability estimation
    • R.M. Goodman, C.M. Higgins, J. W. Miller, Rule-based neural networks for classification and probability estimation, Neural Comput. 4 (1992) 781-804.
    • (1992) Neural Comput. , vol.4 , pp. 781-804
    • Goodman, R.M.1    Higgins, C.M.2    Miller, J.W.3
  • 13
    • 0022868041 scopus 로고
    • Heterogeneity of insulin responses: Phase leading to type 2 (noninsulin) diabetes mellitus in the Rhesus monkey
    • B.C. Hansen, N.L. Bodkin, Heterogeneity of insulin responses: phase leading to type 2 (noninsulin) diabetes mellitus in the Rhesus monkey, Diabetologia 29 (1986) 713-719.
    • (1986) Diabetologia , vol.29 , pp. 713-719
    • Hansen, B.C.1    Bodkin, N.L.2
  • 14
    • 0024880831 scopus 로고
    • Multilayer feedforward networks are universal approximators
    • K. Hornik, M. Stinchcombe, H. White, Multilayer feedforward networks are universal approximators, Neural Networks 2 (1989) 359-366.
    • (1989) Neural Networks , vol.2 , pp. 359-366
    • Hornik, K.1    Stinchcombe, M.2    White, H.3
  • 15
    • 0027266182 scopus 로고
    • Functional equivalence between radial basis function networks and fuzzy inference system
    • J.S.R. Jang, C.T. Sun, Functional equivalence between radial basis function networks and fuzzy inference system, IEEE Trans. Neural Networks 4 (1) (1993) 156-159.
    • (1993) IEEE Trans. Neural Networks , vol.4 , Issue.1 , pp. 156-159
    • Jang, J.S.R.1    Sun, C.T.2
  • 16
    • 0345909845 scopus 로고
    • An automatic fuzzy modeling with constraints of membership functions and a model determination for neuro and fuzzy model by plural performance indices
    • T. Terano, M. Sugeno, M. Mukaidono, K. Shigemasu (Eds.), Tokyo, IOS Press
    • Y. Kajitani, K. Kuwata, R. Katayama, Y. Nishida, An automatic fuzzy modeling with constraints of membership functions and a model determination for neuro and fuzzy model by plural performance indices, in: T. Terano, M. Sugeno, M. Mukaidono, K. Shigemasu (Eds.), Fuzzy Enginering toward Human Friendly Systems, Tokyo, IOS Press, 1991, pp. 586-597.
    • (1991) Fuzzy Enginering Toward Human Friendly Systems , pp. 586-597
    • Kajitani, Y.1    Kuwata, K.2    Katayama, R.3    Nishida, Y.4
  • 17
    • 0025559236 scopus 로고
    • Comparison of fuzzy and neural truck backer-upper control systems
    • S.G. Kong, B. Kosko, Comparison of fuzzy and neural truck backer-upper control systems, Proc. IJCNN-90, 1990, pp. 349-358.
    • (1990) Proc. IJCNN-90 , pp. 349-358
    • Kong, S.G.1    Kosko, B.2
  • 19
    • 0016451032 scopus 로고
    • An experiment in linguistic synthesis with a fuzzy logic controller
    • E.H. Mamdani, S. Assilian, An experiment in linguistic synthesis with a fuzzy logic controller, Int. J. Man-Mach. Studies 7 (1) (1975) 1-13.
    • (1975) Int. J. Man-Mach. Studies , vol.7 , Issue.1 , pp. 1-13
    • Mamdani, E.H.1    Assilian, S.2
  • 20
    • 0001161341 scopus 로고
    • Learning by being told and learning from examples: An experimental comparison
    • R.S. Michalski, R.L. Chilausky, Learning by being told and learning from examples: an experimental comparison, Int. J. Policy Anal. Inform. Systems 4 (2) (1980) 125-160.
    • (1980) Int. J. Policy Anal. Inform. Systems , vol.4 , Issue.2 , pp. 125-160
    • Michalski, R.S.1    Chilausky, R.L.2
  • 21
    • 0025418210 scopus 로고
    • The truck backer-upper: An example of self-learning in neural networks
    • D. Nguyen, B. Widrow, The truck backer-upper: an example of self-learning in neural networks, IEEE Control Systems Mag. 10 (3) (1990) 18-23.
    • (1990) IEEE Control Systems Mag. , vol.10 , Issue.3 , pp. 18-23
    • Nguyen, D.1    Widrow, B.2
  • 22
    • 0000106040 scopus 로고
    • Universal approximation using radial-basis-function networks
    • I. Park, I.W. Sandberg, Universal approximation using radial-basis-function networks, Neural Comput. 3 (1991) 246-255.
    • (1991) Neural Comput. , vol.3 , pp. 246-255
    • Park, I.1    Sandberg, I.W.2
  • 23
    • 0027593387 scopus 로고
    • Fuzzy neural networks and neurocomputations
    • W. Pedrycz, Fuzzy neural networks and neurocomputations, Fuzzy Sets and Systems 56 (1993) 1-28.
    • (1993) Fuzzy Sets and Systems , vol.56 , pp. 1-28
    • Pedrycz, W.1
  • 27
    • 0021892282 scopus 로고
    • Fuzzy identification of systems and its applications to modeling and control
    • T. Takagi, M. Sugeno, Fuzzy identification of systems and its applications to modeling and control, IEEE Trans. Systems Man Cybernet. 15 (1) (1985) 116-132.
    • (1985) IEEE Trans. Systems Man Cybernet , vol.15 , Issue.1 , pp. 116-132
    • Takagi, T.1    Sugeno, M.2
  • 28
    • 0026943536 scopus 로고
    • Generating fuzzy rules from numerical data, with applications
    • L.X. Wang, J.M. Mendel, Generating fuzzy rules from numerical data, with applications, USC SIPI Report, no. 169, 1991; also, IEEE Trans. Systems Man Cybernet. 22 (6) (1992) 1414-1427.
    • (1991) USC SIPI Report , vol.169
    • Wang, L.X.1    Mendel, J.M.2
  • 29
    • 0026943536 scopus 로고
    • L.X. Wang, J.M. Mendel, Generating fuzzy rules from numerical data, with applications, USC SIPI Report, no. 169, 1991; also, IEEE Trans. Systems Man Cybernet. 22 (6) (1992) 1414-1427.
    • (1992) IEEE Trans. Systems Man Cybernet , vol.22 , Issue.6 , pp. 1414-1427
  • 30
    • 0000354454 scopus 로고
    • Neurocontrol and fuzzy logic: Connections and designs
    • P.J. Werbos, Neurocontrol and fuzzy logic: connections and designs, Int. J. Approx. Reason. 6 (1992) 185-219.
    • (1992) Int. J. Approx. Reason. , vol.6 , pp. 185-219
    • Werbos, P.J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.