A comparison of optimal scaling and preconditioning

Abstract

In this paper we shall compare two methods proposed for the equilibration of ill-conditioned linear systems when the coefficient matrix is small, dense and positive definite. Many workers have discussed ways of overcoming the problem of ill-conditioning and the main theme of all the methods is to transform the given system to one where the coefficient matrix is better conditioned.