資源簡介
構建基于改進灰狼優(yōu)化算法的神經網(wǎng)絡數(shù)據(jù)預測模型(IGWO-BPNN),目的在于用改進的灰狼優(yōu)化算法優(yōu)化神經網(wǎng)絡模型,利用神經網(wǎng)絡的反向傳播優(yōu)勢,改善神經網(wǎng)絡算法易于陷入局部最小值的缺陷,提高神經網(wǎng)絡模型的預測精度。
代碼片段和文件信息
clear
x0=0.8;
y0=0.83;
u=1.7;
e=0;
t=50;
n=100;
x=zeros(1n);
y=zeros(1n);
for?i=1:n
????if?(x0>=0)&&(x0<=0.5)
????????x(i)=u*x0;
????elseif?(x0>0.5)&&(x0<=1)
????????x(i)=u*(1-x0);
????end
????x0=x(i);
end
for?i=1:n
????if?(y0>=0)&&(y0<=0.5)
????????y(i)=u*y0;
????elseif?(y0>0.5)&&(y0<=1)
????????y(i)=u*(1-y0);
????end
????y0=y(i);
end
for?j=1:n?
????Ex=e+x(j);
????e=Ex;
end
e=0;
for?k=1:n-t
????s(k)=x(k)*x(k+t);
????r=e+s(k);
????e=r;
end
EX=Ex/n;
Rx=r/(n-t);
e=0;
for?k=1:n-t
????s(k)=x(k)*y(k+t);
????r=e+s(k);
????e=r;
end
Rxy=r/(n-t);
hold?on
plot(x)
plot(y‘r‘)
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件?????????510??2011-04-10?10:19??混沌tent映射tent分叉程序\tent.asv
?????文件?????????619??2020-02-11?14:25??混沌tent映射tent分叉程序\tent.m
?????文件?????????567??2011-04-10?09:48??混沌tent映射tent分叉程序\tentfencha.m
?????文件?????????151??2017-12-14?20:23??混沌tent映射tent分叉程序\www.downma.com.txt
?????目錄???????????0??2020-02-08?21:34??混沌tent映射tent分叉程序\
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