Increasing of the correctness of mathematical models by novel reduction principle

In this paper the principle how to detect and eliminate the redundant elements in the mathematical model is presented. The efficiency of the proposed approach has been analyzed based on the neural network model of economic system. Results has proved the 16 times increasing of the model accuracy.