Block-diagonalisation of matrices and operators

In this short note we deal with a constructive scheme to decompose a continuous family of matrices $A(\rho )$ asymptotically as $\rho \to 0$ into blocks corresponding to groups of eigenvalues of the limit matrix A(0). We also discuss the extension of the scheme to matrix families depending upon additional parameters and operators on Hilbert spaces.