Forecasting model of Shanghai and CRB commodity indexes

► The model yields better prediction accuracy than fuzzy rule-based models. ► We examine the dynamic relationship between the indexes. ► We aim to exploit tolerance for imprecision and partial truth to achieve robustness. ► The model is less complex and requires fewer steps in learning and reasoning.