“…The derivatives of the decoupling matrix, X u M , involve the perturbed coefficients, C u S, M and C u L, M , and are therefore evaluated using one-electron response theory. − , Using X u M , the derivative of the renormalization matrix is evaluated by solving Sylvester matrix equations. , The evaluation of the derivatives of X and R is described in Section . The second derivative reads with the derivative of the NESC matrix Again, the derivatives of X and R are obtained by solving (one-electron) response equations and Sylvester matrix equations, respectively. − , We note in passing that the derivatives can be formulated without explicitly calculating the derivative of X . In both cases, local approximations are useful to reduce the computational demands. ,,, …”