Compactness of a set of multilayer neural networks and existence of neural network optimal control
Hiroshi Yamazaki, Yasunari Shidama, Masayoshi Eguchi, Hiromi Kobayashi · Electronics and Communications in Japan (Part III Fundamental Electronic Science) · 1997
This paper considers the compactness of a set of multilayer neural networks that have bounded weights and threshold values. It is shown that the solution of nonlinear optimal feedback control on a set of neural networks depends on virtue of the compactness of the set. The nonlinear optimal feedback control problem is considered as a minimization problem for weights of a neural network. Furthermore, using the result, the solution of a simple system is calculated. © 1997 Scripta Technica, Inc. Electron Comm Jpn Pt 3, 80(3): 13–20, 1997