Macroeconomics

Inflation rate

Theoretical physics

World Wide Web

Process (computing)

Monetary policy

Inflation (cosmology)

Interest rate

Price index

Operating system

Economics

Data mining

Computer science

Physics

Index (typography)

Econometrics

Artificial intelligence

Economic forecasting

Measure (data warehouse)

Artificial neural network

Consumer price index (South Africa)

SHS Web of Conferences

The aim of the article is to analyze inflation factors and their influence on the consumer price index in the regions. The article discusses the existing mathematical models for the forecasting of the regional inflation rate as an important national measure. Advantages, disadvantages and application fields of these models are presented. The appropriateness of recurrent neural network use for regional inflation forecasting is demonstrated. The article describes the process of neural network architecture creation, its training, inflation parameter forecasting.

Artificial Neural Networks in Inflation Forecasting at the Meso-Level