An improved particle swarm optimization algorithm (IPSO) is introduced to mainly adjust the hyperparameters of the LSTM model, such as learning rate, number of neurons, and iteration times. By using IPSO, the parameters of LSTM are better optimized, thereby improving the performance of the LSTM ...