Актуальність використання самоорганізуючих карт Кохонена в економіці

Abstract

The development of artificial intelligence allows more efficient use of the neural networks in different areas of life. The Self-Organizing Map is one of the most popular neural network models. It can be used instead of a number of methods of mathematical statistics in the economy. Kohonen Self-Organizing Maps can be used with the aim to solve the following tasks: to simulate, to predict, to identify patterns in large volumes of data, to determine a set of independent sign and to compress information