Selection of input variables for model identification of static nonlinear systems
Tóm tắt
Từ khóa
Tài liệu tham khảo
Akaike, H.: 1974, A new look at statistical model indentification,IEEE Trans. Automat. Control 19, 716?723.
Bastian, A.: 1994, An effecitive way to generate neural network structures for function approximation, LIFE Tech. Rep., MATHWARE & Softcomputing, in press.
Cybenko, G.: 1989, Approximation by superpositions of a sigmoidal function,Math. Ctrl., Signals, Sys. 2(4), 303?392.
Friedman, J. H.: 1988, Multivariate adaptive regression splines, Tech. Rep., Department of Statistics, Standord University, CA.
Fukuyama, Y. and Sugeno, M.: 1989, A new method of choosing the number of clusters for fuzzy c-means method, inProc. 5th Fuzzy System Symp., pp. 247?250 (in Japanese).
Hecht-Nielsen, R.: 1981,Neurocomputing, Addison-Wesley, MA.
Hornik, K., Stinchcomb, M., and White, H.: 1989, Multilayer feedforward networks are universal approximators,Neural Networks 2, 359?366.
Ihara, J.: 1990, Group method of data handling towards a modeling of complex systems IV,System and control 24, 158?168 (in Japanese).
Lin, C. T.: 1994, Neural Fuzzy Control Systems with Structure and Parameter Learning, World Scienctific.
Narendra, K. S. and Parthasarathy, K.: 1990, Identification and control of dynamical systems using neural networks,IEEE Trans. on Neural Networks 1(1), 4?27.
Ooyen, A. van and Nienhuis, B.: 1992, Improving the convergence of the back-propagation algorithm,Neural Networks 5, 465?471.
Pirez, Y. M. and Sarkar, D.: 1993, Back-propagation with controlled oscillation of weights, inProc. IEEE Int. Conf. on NNÊ93, pp. 21?26.
Rumelhart, D. E., Hinton, G. E., and Williams, R. J.: 1986, Learning representation by back-propagation errors,Nature 232, 533?536.
Sugeno, M. and Yasukawa, T.: 1993, A fuzzy-logic-based approach to qualitative modeling,IEEE Trans. on Fuzzy Systems 1(1), 7?31.
Vogl, T. P., Mangis, J. K., Rigler, A. K., Zink, W. T. and Alkon, D. L.: 1988, Accelerating the convergence of the back-propagation method,Biol. Cybern. 59, 257?263.