Multidimensional time series | MATLAB implements BP neural network multivariate time series prediction (considering the influence of historical characteristics, multi-indicator, multi-graph output) - コードワールド

Multidimensional time series | MATLAB implements BP neural network multivariate time series prediction (considering the influence of historical characteristics, multi-indicator, multi-graph output)

開発 2023-05-04 15:54:27 訪問数: null

Multidimensional time series | MATLAB implements BP neural network multivariate time series prediction (considering the influence of historical characteristics, multi-indicator, multi-graph output)

Table of contents

- Multidimensional time series | MATLAB implements BP neural network multivariate time series prediction (considering the influence of historical characteristics, multi-indicator, multi-graph output)

predictive effect

basic introduction

MATLAB implements BP neural network multivariate time series forecasting (considering the influence of historical characteristics, multi-indicator, multi-map output).
1. Matlab implements BP neural network multivariate time series forecasting;
2. The operating environment is Matlab2018b;
3. Input multiple features, output a single variable, consider the influence of historical features, and multivariate time series forecasting;
4.data is a data set, BPNTS.m is the main program, just run it, and put all the files together

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転載: blog.csdn.net/kjm13182345320/article/details/130471154

Multidimensional time series | MATLAB implements BP neural network multivariate time series prediction (considering the influence of historical characteristics, multi-indicator, multi-graph output)

Multidimensional time series | MATLAB implements BP neural network multivariate time series prediction (considering the influence of historical characteristics, multi-indicator, multi-graph output)

Multidimensional time series | MATLAB implements BP neural network multivariate time series prediction (considering the influence of historical characteristics, multi-indicator, multi-graph output)

Multidimensional time series | MATLAB implements BP neural network multivariate time series prediction (considering the influence of historical characteristics, multi-indicator, multi-graph output)

Multi-dimensional time series | MATLAB implements GWO-BP multi-variable time series prediction (gray wolf algorithm optimizes BP neural network)

Time series forecast | MATLAB implements time series forecast based on mean square error node search and optimization of BP neural network (multi-index evaluation, multi-node calculation)

Regression prediction | MATLAB implements WOA-BP whale optimization algorithm to optimize BP neural network multi-input single-output regression prediction (multi-indicator, multi-graph)

Multidimensional time series | MATLAB implements LSTM long short-term memory neural network multivariate time series prediction (multi-index evaluation)

Multidimensional time series | MATLAB implements BiLSTM bidirectional long-term short-term memory neural network multivariate time series prediction (multi-index evaluation)

Multi-dimensional time series | MATLAB implements SSA-GRU Sparrow algorithm to optimize gated cyclic unit multi-variable time series prediction

Multidimensional time series | MATLAB implements CNN-BiGRU convolutional neural network combined with bidirectional gated recurrent unit multivariate time series prediction

Time series forecast | MATLAB implements GRNN generalized regression neural network time series forecast (multi-index, multi-graph)

Multidimensional time series | MATLAB implements GRU gated recurrent unit multivariate time series prediction (multi-index evaluation)

[Time series] MATLAB implements DNN deep neural network multivariate time series prediction code

[Time series] MATLAB implements DNN deep neural network multivariate time series prediction code

[Time series] MATLAB implements DNN deep neural network multivariate time series prediction code

[Time series] MATLAB implements DNN deep neural network multivariate time series prediction code

[Time series] MATLAB implements DNN deep neural network multivariate time series prediction code

[Time series] MATLAB implements DNN deep neural network multivariate time series prediction code

Multi-dimensional time series | MATLAB implements GWO-BP multi-variable time series prediction (gray wolf algorithm optimizes BP neural network)

Regression prediction | MATLAB implements PSO-GCNN particle swarm optimization algorithm to optimize data multi-input single-output regression prediction of grouped convolutional neural network

Multidimensional time series | MATLAB implements ZOA-CNN-BiGRU-Attention multivariate time series prediction

Multidimensional time series | MATLAB implements SCNGO-BiLSTM-Attention multivariate time series prediction

Multidimensional time series | MATLAB implements SCNGO-BiGRU-Attention multivariate time series prediction

Multidimensional time series | MATLAB implements WOA-CNN-BiGRU-Attention multivariate time series prediction

Multidimensional time series | MATLAB implements SABO-CNN-GRU-Attention multivariate time series prediction

Multidimensional time series | MATLAB implements BiTCN-BiGRU-Attention multivariate time series prediction

Transformer time series prediction - multi-variable input - single-variable output + multi-variable output, complete code data, can be run directly

Regression prediction | MATLAB implements CSO-BP cuckoo optimization algorithm to optimize BP neural network multi-input single-output regression prediction (multi-index, multi-graph)

Time series forecasting | MATLAB implements time series forecasting based on BP neural network - recursively predicting the future (multi-index evaluation)

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