A. Inoue et al., A MODIFIED NEWTON METHOD WITH GUARANTEED ACCURACY BASED ON RATIONAL ARITHMETIC, IEICE transactions on fundamentals of electronics, communications and computer science, E76A(5), 1993, pp. 795-807
In this paper, we are concerned with a problem of obtaining an approxi
mate solution of a finite-dimensional nonlinear equation with guarante
ed accuracy. Assuming that an approximate solution of a nonlinear equa
tion is already calculated by a certain numerical method, we present c
omputable conditions to validate whether there exists an exact solutio
n in a neighborhood of this approximate solution or not. In order to c
heck such conditions by computers, we present a method using rational
arithmetic. In this method, both the effects of the truncation errors
and the rounding errors of numerical computation are taken into consid
eration. Moreover, based on rational arithmetic we propose a new modif
ied Newton iteration to obtain an improved approximate solution with d
esired accuracy.