Tell me if I have anfound the right approach to the following optimization problem that I am unclear whether my answer is right or not:
$$ (1) min_{x} \frac{1}{2}\left \| Ax-b \right \|_2^2 \\ s.t. \ \ \Phi v=x \ , \ {x^T(1-x)}=0 $$$$ min_{x} \frac{1}{2}\left \| Ax-b \right \|_2^2 \\ s.t. \ \ \Phi v=x \ , \ {x^T(1-x)}=0 $$
A$A$ and $\Phi$ arerepresent matrices and x, b$x$, $b$ and v are$v$ vectors. Is there a way to use ADMM and variable splitting to solve this optimization problem? The final answer for $x$ should have binary {0,1} values only, since the operator $A$ only accepts binary inputs.
Will ADMM and variable splitting solve this?