admm.py 文件源码

def rsdl_rn(self, AX, Y):
        """Compute primal residual normalisation term."""

        # The primal residual normalisation term is
        # max( ||A x^(k)||_2, ||B y^(k)||_2 ) and B = -(I I I ...)^T.
        # The scaling by sqrt(Nb) of the l2 norm of Y accounts for the
        # block replication introduced by multiplication by B
        return max((linalg.norm(AX), np.sqrt(self.Nb)*linalg.norm(Y)))