Jg. Lu et al., AN APPROACH TO STRUCTURAL APPROXIMATION ANALYSIS BY ARTIFICIAL NEURALNETWORKS, Science in China. Series A, Mathematics, Physics, Astronomy & Technological Sciences, 37(8), 1994, pp. 990-997
This paper theoretically proves that a three-layer neural network can
be applied to implementing exactly the function between the stresses a
nd displacements and the design variables of any elastic structure bas
ed on the Kolmogorov's mapping neural network existence theorem A new
approach to the structural approximation analysis with the global char
acteristic based on artificial neural networks is presented. The compu
ter simulation experiments made by this paper show that the new approa
ch is effective.