Artificial Neural Network Model with Adaptive GMDH Technique for Non-Linear Regression Prediction

Abstract

A theoretical concept of the GMDH technique using a non-linear regression model, multilayered neural nets, model assessment, and selection to determine the prediction error versus selection model complexity was reviewed and evaluated. The model selection was experimented and evaluated with MATLAB.