26 lines
429 B
Objective-C
26 lines
429 B
Objective-C
function flg = Expr1_can_recovery(n, s, m, d, eps)
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theta = randn(n, m * d);
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x = zeros(d, 1);
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random_indices = randperm(d, s);
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x(random_indices) = randn(s, 1);
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x = sign(x);
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y = theta * x;
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cvx_begin
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variable s1(d)
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minimize(norm(s1, 1))
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subject to
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norm(y - theta * s1) <= eps
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cvx_end
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p = norm(x - s1, 2);
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if p < eps
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flg = 1;
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else
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flg = 0;
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end
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end
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