Features of neural network modeling the inverse problem

Abstract

Features of neural network modeling the inverse problem

Baturinа N. Yu., Lyapin A. A.

Incoming article date: 13.07.2015

This paper investigates the possibility of applying neural networks to problems of reverse calculation of multi-layered road structure. The paper considers networks with different architecture. To improve the conditions of convergence are applied the back-propagation procedure with automatic selection step, different types of activation functions with varying parameters.

Keywords: neural networks, inverse problems, polutorospalny predictor, the two-layer perceptron, the approximation of the activation function