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- W2367356307 abstract "Neural network is widely used in time series forecasting,but still not a clear analytical expression for how to choose the number of the input layer neurons of the neural network model.To solve this problem,the paper reconstructs phase space,and determines the series is chaotic time series or not by Lyapunor index in the nonlinear dynamical systems.The correlation dimension of chaotic attractor is calculated through the G-P algorithm if the series is chaotic time series.Then embedding dimension of phase-space is obtained as the number of neurons in neural networks.Testing aluminum price data proves above-mentioned method has good accuracy for short-term forecasting of time series.Then the paper forecasts aluminum price in the future by the method." @default.
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- W2367356307 date "2012-01-01" @default.
- W2367356307 modified "2023-09-27" @default.
- W2367356307 title "The Research of Prediction Methods and Application of Chaotic Time Series Based on BPNN" @default.
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