ON THE CONVERGENCE RATE OF THE CONJUGATE GRADIENTS IN PRESENCE OF ROUNDING ERRORS

We investigate here rounding error effects on the convergence rate of the conjugate gradients. More precisely, we analyse on both theoretica l and experimental basis how finite precision arithmetic affects known bounds on iteration numbers when the spectrum of the system matrix pr esents small or large isolated eigenvalues.