Time series forecasting based on BP neural network - MATLAB complete code - Code World

Time series forecasting based on BP neural network - MATLAB complete code

Enterprise 2023-09-16 02:41:14 views: null

Time series forecasting based on BP neural network - MATLAB complete code

Time series forecasting is an important data analysis technique that can be used to predict future data trends and patterns. BP neural network is a commonly used machine learning algorithm and is widely used in time series prediction tasks. This article will provide you with the complete MATLAB code for time series prediction based on BP neural network and provide a detailed explanation of the code.

First, we need to prepare some data for time series forecasting. In this example, we will use a simple time series dataset containing some continuous numerical values. You can replace these data according to your needs.

% 准备数据
data = [10, 15, 12, 16, 18, 20, 19,

Guess you like

Origin blog.csdn.net/Jack_user/article/details/132902810

Time series forecasting based on BP neural network - MATLAB complete code

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

BP Neural Network Optimized Based on Tunicate Algorithm (Forecasting Application) - with Code

BP Neural Network Optimized Based on Coyote Algorithm (Forecasting Application) - with Code

BP Neural Network Optimized Based on Squirrel Algorithm (Forecasting Application) - with Code

BP Neural Network Optimized Based on Chef Algorithm (Forecasting Application) - with Code

[Time series forecasting] Single-feature electricity load forecasting based on BP, LSTM, CNN-LSTM neural network algorithm [nanny-level hands-on teaching]

Time series forecasting based on GMDH algorithm with matlab code

BP Neural Network Based on Yin-Yang Pair Algorithm Optimization (Forecasting Application) - with Code

BP Neural Network Optimized Based on the Satin Blue Bowerbird Algorithm (Forecasting Application) - with Code

BP Neural Network Optimized Based on Elephant Group Algorithm (Forecasting Application) - with Code

BP Neural Network Optimized Based on Marine Predator Algorithm (Forecasting Application) - with Code

BP Neural Network Optimized Based on Sandcat Swarm Algorithm (Forecasting Application) - with Code

[Matlab] Based on the particle swarm optimization algorithm to optimize the time series forecast of BP neural network (Excel can directly replace the data)

Particle swarm optimization algorithm based on MATLAB programming optimizes BP neural network wind power forecasting, wind power forecasting based on PSO-BP

Time series forecasting | MATLAB implements CNN-LSTM convolutional long short-term memory neural network time series forecasting (wind power forecasting)

22. Wavelet neural network time series forecasting traffic flow (with matlab program)

Time series data [model] CNNLSTM stack convolution short and long term forecasting based on neural network analysis

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)

To "teach you to use a simple neural network and time series forecasting LSTM" code modification and interpretation

Deep Neural Networks for Time Series Forecasting Based on Stacked Autoencoders

Neural Network Time Series Forecasting PyTorch-Forecastin!

Transformer Time Series Forecasting Price Forecasting Yield Forecasting Intensive Lecture Complete Code Data Graduation Design

[Prediction model] Model optimization prediction based on matlab BP neural network [including Matlab source code 221]

[BP classification] Optimizing BP neural network data classification based on matlab genetic algorithm [including Matlab source code 2877]

Load Forecasting Example - BP Neural Network

Electric load forecasting based on Elman neural network (with source code)

Research and Source Code of Load Forecasting Based on Elman Neural Network

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

PID control algorithm based on particle swarm algorithm to optimize BP neural network (Matlab code implementation)

Recommended

TIOBE May list: Fortran “resurrected” into Top 10

GCC 14.1 released

Ranking

B. Little Girl and Game【1300 / 回文字符串博弈论】

CIKERS Shane 20190613

"Javascript advanced programming" study notes - the constructor and prototype

beeline hiveserver2 start

springboot - Automatically backup mysql data every day

Data Storage Full Solution--Detailed Persistence Technology

Detailed Explanation of Spring Web MVC DispatcherServlet—Official Original

TCP / IP protocol layers structure and function

Command type literal pos: unknown； Fallback type literal pos: unknown] with root cause

Design of multifunctional curtain controller with indoor anti-theft alarm

Daily

More

2024-05-08(18)

2024-05-07(34)

2024-05-06(6)

2024-05-05(0)

2024-05-04(18)

2024-05-03(8)

2024-05-02(0)

2024-05-01(4)

2024-04-30(36)

2024-04-29(5)