https://scholars.lib.ntu.edu.tw/handle/123456789/409716
Title: | Universal neural controllers | Authors: | Chen Cheng-Liang Chang Feng-Yuan |
Issue Date: | 1994 | Journal Volume: | 4 | Start page/Pages: | 2592-2595 | Source: | IEEE International Conference on Neural Networks | Abstract: | A collection Γ of neural controller is a universal neural controller if and only if any given controllable process P can also be controlled by a specific neural controller in Γ. Given any continuous real valued function on a compact set, we show that the collection Γ of the inverse Gaussian and the Gaussian Potential Function Neural Controllers (IGFNC, GPFNC) that will approximate the given function to any degree of accuracy. An application of this result shows this type of radial basis function neural controller (RBFNC) is a universal neural controller. Hence, any given controllable process can be controlled by this RBFNC operating simultaneously. |
URI: | https://scholars.lib.ntu.edu.tw/handle/123456789/409716 |
Appears in Collections: | 化學工程學系 |
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