A hybrid forecasting system based on a dual decomposition strategy and multi-objective optimization for electricity price forecasting

•A data preprocessing approach named the dual decomposition strategy is developed.•A novel forecasting system is developed for electricity price forecasting.•The accuracy and stability of the forecasting system are improved simultaneously.•The applicability and effectiveness are verified in a real electricity market.