QCNN

AcronymDefinition
QCNNQuality Control Neural Network (US NOAA)
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{|[x.sub.1]>, |[x.sub.2]>, ..., |[x.sub.m]>} is the input vector of QCNN.
The STLF model fuses PSRT and QCNN. QCNN is the core of the forecasting model.
The architectural structure of STLF model based on the fusion of PSRT and QCNN is shown in Figure 4.
In order to verify the validity of the STLF model based on the fusion of PSRT and QCNN (Model I), three other models are also constructed to compare with Model I.
For Model I, Model II, and Model III, genetic algorithm was used to adjust the parameters of the QCNN, the quantum neural networks, and the chaotic neural networks.
In order to further verify the prediction effect of the model proposed in this paper, the STLF model based on the fusion of PSRT and SVM is constructed and compared with the STLF model based on the fusion of PSRT and QCNN (Model I).