Research on Combination Prediction of Shanghai Composite Index Based on IOWGA Operator

In this paper, the ARIMA(2,1,2) model and LSTM are used to predict Shanghai Composite Index, then IOWGA operator is establish a combined forecast further improve accuracy. The empirical results show that errors of forecasting lower than those individual models, average precision better models. addition, Index will fluctuate slightly in next five trading days.