dynare/matlab/lyapunov_symm.m

47 lines
1.2 KiB
Matlab

% solves x-a*x*a'=b for b (and then x) symmetrical
function x=lyapunov_symm(a,b)
n = size(b,1);
if n == 1
x=b/(1-a*a);
return
end
x=zeros(n,n);
[u,t]=schur(a);
b=u'*b*u;
for i=n:-1:2
if t(i,i-1) == 0
if i == n
c = zeros(n,1);
else
c = t(1:i,:)*(x(:,i+1:end)*t(i,i+1:end)')+...
t(i,i)*t(1:i,i+1:end)*x(i+1:end,i);
end
x(1:i,i)=(eye(i)-t(1:i,1:i)*t(i,i))\(b(1:i,i)+c);
x(i,1:i-1)=x(1:i-1,i)';
else
if i == n
c = zeros(n,1);
c1 = zeros(n,1);
else
c = t(1:i,:)*(x(:,i+1:end)*t(i,i+1:end)')+...
t(i,i)*t(1:i,i+1:end)*x(i+1:end,i)+...
t(i,i-1)*t(1:i,i+1:end)*x(i+1:end,i-1);
c1 = t(1:i,:)*(x(:,i+1:end)*t(i-1,i+1:end)')+...
t(i-1,i-1)*t(1:i,i+1:end)*x(i+1:end,i-1)+...
t(i-1,i)*t(1:i,i+1:end)*x(i+1:end,i);
end
z = [eye(i)-t(1:i,1:i)*t(i,i) -t(1:i,1:i)*t(i,i-1);...
-t(1:i,1:i)*t(i-1,i) eye(i)-t(1:i,1:i)*t(i-1,i-1)]...
\[b(1:i,i)+c;b(1:i,i-1)+c1];
x(1:i,i) = z(1:i);
x(1:i,i-1) = z(i+1:end);
x(i,1:i-1)=x(1:i-1,i)';
x(i-1,1:i-2)=x(1:i-2,i-1)';
i = i - 1;
end
end
if i == 2
c = t(1,:)*(x(:,2:end)*t(1,2:end)')+t(1,1)*t(1,2:end)*x(2:end,1);
x(1,1)=(b(1,1)+c)/(1-t(1,1)*t(1,1));
end
x=u*x*u';