a problem with implementing Gradient descent
4 visualizaciones (últimos 30 días)
Mostrar comentarios más antiguos
Hi
I wrote the following programm implementation of gradient descent. But when I run the programm it works really slow . I guess it is because of the symbolic differentiation or maybe there is another problem in the implementaion . Can, you tell me what is wrong ?
function y = grad(x0,y0,z0,f,m1,m2)
syms a;
symsb;
symc c;
n=0;
if (length(symvar(diff(f,a))==3)&& length(symvar(diff(f,b))==3) && length(symvar(diff(f,c))==3))
f_a = matlabFunction(diff(f,a),[a,b,c]);
f_b=matlabFunction(diff(f,b),[a,b,c]);
f_c=matlabFunction(diff(f,c),[a,b,c]);
else
y= 0;
return;
end
delta = -1*[f_a(x0,y0,z0), f_b(x0,y0,z0), f_c(x0,y0,z0)];
phi = @(t) ( f(x0+t*delta(1), y0+t*delta(2), z0+t*delta(3)) );
min = GRSMethod( phi,m1,m2 );
while ( abs ( min * ( delta(1)^2+delta(2)^2+delta(3)^2 ))> 10^ (-5) || n<100)
x0=x0+min*delta(1);
y0= y0+min*delta(2);
z0=z0+min*delta(3);
delta = -1*[f_a(x0,y0,z0), f_b(x0,y0,z0), f_c(x0,y0,z0)];
min = GRSMethod( phi,m1,m2 );
n=n+1;
end
y = [ x0,y0,z0];
end
Sincerely, Maria
1 comentario
Walter Roberson
el 22 de Nov. de 2015
Do not use "min" as the name of a variable: it interferes with using "min" as the name of the MATLAB and MuPAD routine.
Respuestas (0)
Ver también
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!