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Volumn 7, Issue 2, 1998, Pages 107-114

Evaluation of the simplex method for training simple multilayer neural networks

Author keywords

Crossflow filtration; Learning algorithm; Modelling; Multilayer neural networks; Simplex

Indexed keywords


EID: 0032343018     PISSN: 09410643     EISSN: None     Source Type: Journal    
DOI: 10.1007/BF01414162     Document Type: Article
Times cited : (3)

References (34)
  • 1
    • 0011456602 scopus 로고
    • Disordered systems and biological organizations
    • Springer-Verlag
    • Le Cun, Y. Disordered Systems and Biological Organizations. NATO-ASI Series, Springer-Verlag, 1986
    • (1986) NATO-ASI Series
    • Le Cun, Y.1
  • 2
    • 0002656190 scopus 로고
    • Feature discovering by competitive learning
    • Rumelhart D, Zipsner D. Feature discovering by competitive learning. Cognitive Sci 1985; 9: 75-112
    • (1985) Cognitive Sci , vol.9 , pp. 75-112
    • Rumelhart, D.1    Zipsner, D.2
  • 3
    • 0001044176 scopus 로고
    • Neural networks and their applications
    • Bishop CM. Neural networks and their applications. Revue Scientific Instruments 1994; 65: 1803-1832
    • (1994) Revue Scientific Instruments , vol.65 , pp. 1803-1832
    • Bishop, C.M.1
  • 4
    • 0003000735 scopus 로고
    • Faster-learning variations on back-propagation: An empirical study
    • San Mates, CA
    • Fahlman SE. Faster-learning variations on back-propagation: an empirical study. Proc Connectionist Models Summer School, San Mates, CA, 1988; 38-51
    • (1988) Proc Connectionist Models Summer School , pp. 38-51
    • Fahlman, S.E.1
  • 5
    • 0024137490 scopus 로고
    • Increased rates of convergence through learning rate adaptation
    • Jacobs RA. Increased rates of convergence through learning rate adaptation. Neural Networks 1988; 1: 295-307
    • (1988) Neural Networks , vol.1 , pp. 295-307
    • Jacobs, R.A.1
  • 6
    • 0023331258 scopus 로고
    • An introduction to computing with neural nets
    • April
    • Lippmann RP. An introduction to computing with neural nets. IEEE ASSP Mag 1987; April: 4-22
    • (1987) IEEE ASSP Mag , pp. 4-22
    • Lippmann, R.P.1
  • 7
    • 0001336749 scopus 로고
    • Accelerated learning in layered neural networks
    • Solla SA, Levin E, Fleisher M. Accelerated learning in layered neural networks. Complex Syst 1988; 2: 625-640
    • (1988) Complex Syst , vol.2 , pp. 625-640
    • Solla, S.A.1    Levin, E.2    Fleisher, M.3
  • 8
    • 0002932077 scopus 로고
    • Back-propagation can rise to spurious minima even for networks without hidden layers
    • Sontag ED, Sussmann HJ. Back-propagation can rise to spurious minima even for networks without hidden layers. Complex Syst 1989; 3: 91-106
    • (1989) Complex Syst , vol.3 , pp. 91-106
    • Sontag, E.D.1    Sussmann, H.J.2
  • 10
    • 0011970596 scopus 로고
    • Modélisation par réseaux de neurones des cinétiques réactionnelles caractéristiques des fermentations lactiques batch à pH régulé
    • Acuna G, Latrille E, Beal C, Corrieu G. Modélisation par réseaux de neurones des cinétiques réactionnelles caractéristiques des fermentations lactiques batch à pH régulé. Récents Progrès en Génie des Procédés 1993; 7: 215-220
    • (1993) Récents Progrès en Génie des Procédés , vol.7 , pp. 215-220
    • Acuna, G.1    Latrille, E.2    Beal, C.3    Corrieu, G.4
  • 11
    • 0023602770 scopus 로고
    • Optimal algorithms for adaptive networks: Second order back-propagation, second order direct propagation and second order hebbian learning
    • San Diego, CA
    • Parker DB. Optimal algorithms for adaptive networks: second order back-propagation, second order direct propagation and second order hebbian learning. Proc 1st Int Conf Neural Networks, San Diego, CA, 1987; 593-600
    • (1987) Proc 1st Int Conf Neural Networks , pp. 593-600
    • Parker, D.B.1
  • 13
    • 84946640734 scopus 로고
    • Sequential application of Simplex designs in optimisation and evolutionary operation
    • Spendley W, Hext GR, Himsworth FR. Sequential application of Simplex designs in optimisation and evolutionary operation. Technometrics 1962; 4: 441-461
    • (1962) Technometrics , vol.4 , pp. 441-461
    • Spendley, W.1    Hext, G.R.2    Himsworth, F.R.3
  • 14
    • 0002657444 scopus 로고
    • Design and evaluation of modified Simplex methods
    • Aberg ER, Gustavsson GT. Design and evaluation of modified Simplex methods. Analytica Chimica Acta 1982; 144: 39-53
    • (1982) Analytica Chimica Acta , vol.144 , pp. 39-53
    • Aberg, E.R.1    Gustavsson, G.T.2
  • 17
    • 33845471188 scopus 로고
    • Infinite dilution activity coefficients of n-alcohols as a function of dextrin concentration in water-dextrin systems
    • Lebert A, Richon D. Infinite dilution activity coefficients of n-alcohols as a function of dextrin concentration in water-dextrin systems. J Agric Food Chem 1984; 32: 1156-1161
    • (1984) J Agric Food Chem , vol.32 , pp. 1156-1161
    • Lebert, A.1    Richon, D.2
  • 18
    • 33847805632 scopus 로고
    • Simplex optimization of analytical chemical methods
    • Morgan SL, Deming SN. Simplex optimization of analytical chemical methods. Analytical Chem 1974; 46: 1170-1181
    • (1974) Analytical Chem , vol.46 , pp. 1170-1181
    • Morgan, S.L.1    Deming, S.N.2
  • 19
    • 84985280192 scopus 로고
    • Comparison of optimization techniques for application to food product and process development
    • Nakai S. Comparison of optimization techniques for application to food product and process development. J Food Sci 1981; 47: 144-176
    • (1981) J Food Sci , vol.47 , pp. 144-176
    • Nakai, S.1
  • 20
    • 0346935048 scopus 로고
    • An extension of the Simplex method to constrained nonlinear optimization
    • Subrahmanyam MB. An extension of the Simplex method to constrained nonlinear optimization. J Optimization Theory Applic 1989; 62: 311-319
    • (1989) J Optimization Theory Applic , vol.62 , pp. 311-319
    • Subrahmanyam, M.B.1
  • 21
    • 0000238336 scopus 로고
    • A Simplex method for function minimization
    • Neider JA, Mead R. A Simplex method for function minimization. Computer J 1965; 7: 308-313
    • (1965) Computer J , vol.7 , pp. 308-313
    • Neider, J.A.1    Mead, R.2
  • 26
    • 0028987364 scopus 로고
    • Dynamic modeling of crossflow microfiltration using neural networks
    • Dornier M, Decloux M, Trystram G, Lebert A. Dynamic modeling of crossflow microfiltration using neural networks. J Membrane Sci 1995; 98: 263-273
    • (1995) J Membrane Sci , vol.98 , pp. 263-273
    • Dornier, M.1    Decloux, M.2    Trystram, G.3    Lebert, A.4
  • 28
    • 85033899130 scopus 로고
    • Modélisation par réseaux de neurones: Application à des fermentations lactiques batch
    • Obernai, France
    • Latrille E, Corrieu G, Thibault J. Modélisation par réseaux de neurones: application à des fermentations lactiques batch. Proc Journées d'Etude AFCET-GFGP, Obernai, France, 1992
    • (1992) Proc Journées d'Etude AFCET-GFGP
    • Latrille, E.1    Corrieu, G.2    Thibault, J.3
  • 30
    • 0028381878 scopus 로고
    • Use of experimental design to establish optimal crossflow filtration conditions
    • Dornier M, Decloux M, Lebert A, Trystram G. Use of experimental design to establish optimal crossflow filtration conditions. J Food Process Eng 1994; 17: 73-92
    • (1994) J Food Process Eng , vol.17 , pp. 73-92
    • Dornier, M.1    Decloux, M.2    Lebert, A.3    Trystram, G.4
  • 31
    • 0012368649 scopus 로고
    • Microfiltration tangentielle sur membrane minérale en céramique; application au traitement du sucre roux
    • Punidadas P, Decloux M, Trystram G. Microfiltration tangentielle sur membrane minérale en céramique; application au traitement du sucre roux. Industries Agricoles et Alimentaires 1990; 7-8: 615-623
    • (1990) Industries Agricoles et Alimentaires , vol.7-8 , pp. 615-623
    • Punidadas, P.1    Decloux, M.2    Trystram, G.3
  • 32
    • 21344435862 scopus 로고    scopus 로고
    • Crossflow microfiltration of gum arabic solutions: Comparison of the classical system with the co-current permeate flow system
    • Decloux M, Dornier M, Gratius I. Crossflow microfiltration of gum arabic solutions: comparison of the classical system with the co-current permeate flow system. Int J Food Sci Tech 1996; 31: 153-166
    • (1996) Int J Food Sci Tech , vol.31 , pp. 153-166
    • Decloux, M.1    Dornier, M.2    Gratius, I.3
  • 34
    • 0001119088 scopus 로고
    • Interest of neural networks for the optimization of the crossflow filtration process
    • Dornier M, Decloux M, Trystram G, Lebert A. Interest of neural networks for the optimization of the crossflow filtration process. Lebensm.-Wiss-Technol 1995; 28: 300-309
    • (1995) Lebensm.-Wiss-technol , vol.28 , pp. 300-309
    • Dornier, M.1    Decloux, M.2    Trystram, G.3    Lebert, A.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.