How to get an optimal neural network for a given application
Ruslan L. Smeliansky, N.A. Umnov · 2002
The paper presents a problem of optimal neural network (NN) design for a given application. The application is described as a mapping R/sup N//spl rarr/R. The design process consists of two stages: selection of NN models which are able to approximate the given application, and an optimisation criterion estimation for each selected model with the further choosing of the best NN. The structure of an instrumental system for optimal NN design is proposed.