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It is very important for power system planning and market strategy development to forecast mid and long-term load. Building the mathematic model of the historical data of the forecast object is the pith of the load forecast. However, forecasting accuracy is a challenge when applying both classical load forecast methods or heuristic methods individually. In order to solve this problem, this paper proposes...