?? fastl1kick.m
字號(hào):
function [err,v,s] = fastL1kick (f,A)
A = double(A);
[m,n] = size(A);
f = double(f);
lambda =0.1;
dt = 1e-8; %Set dt < 1/norm(A'*A)
u = zeros(n,1);
v = zeros(n,1);
update = inf;
iter = 1;
err = zeros(400,1);s = zeros(400,1);temp=dt;
while (norm(A*u-f) > 0.1 && iter <10)
u = (v - 1/lambda*sign(v)).*[abs(v)>=1/lambda];
for i=1:n
if v(i,1)<-1/lambda
u(i,1)=0;
end
end
s(iter,1) = min( abs(-1/lambda*sign(A'*(f-A*u))-v) ./ (A'*(f-A*u)) );
%s(iter,1)= min(max(0,1.0/lambda*sign(temp*A'*(f-A*u))-v) ./ (temp*A'*(f-A*u)) );
temp=max(s(iter,1),1);
v = v + s(iter,1)*dt*A'*(f - A*u);
subplot(211); plot(f,'r'); hold on; plot(A*u);
hold off;
title(['Iteration ',num2str(iter),' |Au-f| = ',num2str(norm(A*u-f))]);
subplot(212); plot(u);
drawnow;
err(iter,1)=sum((f-A*u).^2)/2;
iter = iter+1;
if norm(A*u-f,inf) <50
% break;
end
end;
figure
plot(err,'r');
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