Linear-system residual ($r=b-Ax$)

The residual of an approximate solution $x$ of $Ax=b$ is $r=b-Ax$. It is the unbalanced right-hand side, while the solution error is $x_{\ast }-x=A^{-1}r$. The Conjugate gradient method makes residuals orthogonal to successive Krylov subspaces.