用凸优化课上的示例代码测试一下cvx是否成功安装 mosek 和 gurobi
用凸优化课上的示例代码测试一下cvx是否成功安装 mosek 和 gurobi :clear alln = 256;m = 128;A = randn(m, n);u = sprandn(n, 1, 0.1);% u = rand(n, 1);b = A * u;figure(1);subplot(3, 1, 1); plot(1:n, u);title('exact ...
用凸优化课上的示例代码测试一下cvx是否成功安装 mosek 和 gurobi :
clear all
n = 256;
m = 128;
A = randn(m, n);
u = sprandn(n, 1, 0.1);
% u = rand(n, 1);
b = A * u;
figure(1);
subplot(3, 1, 1); plot(1:n, u);
title('exact solu');
cvx_solver mosek
% cvx_solver gurobi
cvx_begin
variable x(n)
% minimize( max(norm(x, inf), norm(x, 1) / sqrt(n)) )
% minimize ( max(abs(x)))
minimize (norm(x))
subject to
A*x == b
cvx_end
xl2 = x;
subplot(3, 1, 2); plot(1:n, xl2);
title('l2 solu');
cvx_begin
variable x(n)
minimize( norm(x,1) )
subject to
A*x == b
cvx_end
xl1 = x;
subplot(3, 1, 3); plot(1:n, xl1);
title('l1 solu');
fprintf('\n\nl2 error: %3.2e, l1 error: %3.2e\n', norm(u - xl2), norm(u - xl1));
转自
https://blog.csdn.net/u012705410/article/details/78196927
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