دراسة مقارنة بين نماذج ARIMA-MLP الهجينة للتنبؤ بأسعار السكر العالمية خلال الفترة (2020-2000)‎

الملخص EN

This study aims to examine the ability and efficiency of ARIMA-MLP hybrid models for international sugar prices forecasting, to achieve this, the sugar price series data were taken from the period extending from January 2000 to December 2020.

Modeling of the series behavior under study using ARIMA-MLP(0, 1, 2)(7, 10, 1) hybrid model, the study also showed that the hybrid model is more accurate and efficient than MLP and ARIMA models for international sugar prices forecasting.