多輸入多輸出 | MATLAB實現GWO-Elman灰狼優化循環神經網絡多輸入多輸出預測

預測效果

基本介紹

Matlab實現GWO-Elman灰狼優化循環神經網絡多輸入多輸出預測
1.data為數據集，10個輸入特征，3個輸出變量。
2.main.m為主程序文件。

程序設計

• 完整程序和數據下載方式私信博主回復：Matlab實現GWO-Elman灰狼優化循環神經網絡多輸入多輸出預測。

%--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
%%  清空環境變量
warning off             % 關閉報警信息
close all               % 關閉開啟的圖窗
clear                   % 清空變量
clc                     % 清空命令行
%--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
%%  導入數據
res = xlsread('data.xlsx');
%-------------------------------------------------------------
%%  數據歸一化
[p_train, ps_input] = mapminmax(P_train, 0, 1);
p_test = mapminmax('apply', P_test, ps_input);
%--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
[t_train, ps_output] = mapminmax(T_train, 0, 1);
t_test = mapminmax('apply', T_test, ps_output);
%--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
%%  仿真測試
t_sim1 = sim(net, p_train);
t_sim2 = sim(net, p_test );
%--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
%%  數據反歸一化
T_sim1 = mapminmax('reverse', t_sim1, ps_output);
T_sim2 = mapminmax('reverse', t_sim2, ps_output);

往期精彩

MATLAB實現RBF徑向基神經網絡多輸入多輸出預測
MATLAB實現BP神經網絡多輸入多輸出預測
MATLAB實現DNN神經網絡多輸入多輸出預測

參考資料

[1] https://blog.csdn.net/kjm13182345320/article/details/126864256
[2] https://blog.csdn.net/kjm13182345320/article/details/126019698
[3] https://blog.csdn.net/kjm13182345320/article/details/125237445