On some iterative methods
for solving nonlinear equations
1. Introduction
In the papers [3], [4] and [5] are studied nonlinear equations having the from:
| (1) |
where, is a Banach space, is a differentiable operator and is continuous but nondifferentiable. For this reason the Newton’s method, i.e. the approximation of the solution of the equation (1) by the sequence given by
| (2) |
cannot be applied.
In the mentioned papers the following Newton-like methods are then considered:
| (3) |
or
| (3′) |
where is a linear operator approximating . It is shown that, under certain conditions, these sequences are converging to the solution of (1).
In the present paper, for solving equation (1), we propose the following method:
| (4) | ||||
where by we have denoted the first order divided difference of at the points
So, the proposed method is obtained by combining the Newton’s method with the method of chord. The r-convergence order of this method, denoted by is the same as for the method of chord (where , which is greater than the r-order of the methods (3) and (3′) (see also the numerical example), but is less than the r-order of Newton’s method (where usually ).
But, unlike the method of chord, the proposed method has a better rate of convergence, because the use of instead of as it is in the method of chord, does not affect the coefficient from the inequalities of the type:
which we shall obtain in the following.
2. The convergence of the method
Definition 1.
An operator belonging to the space (the Banach space of the linear and bounded operators from to ) is called the first order divided difference of the operator at the points if the following properties hold:
-
a)
for
-
b)
if is Fréchet differentiable at then
Definition 2.
An operator belonging to the space , denoted by is called the second order divided difference of the operator at the points if the following properties hold:
-
a′)
for the distinct points
-
b′)
if is two times differentiable at then
We shall denote by the ball having the center at and the radius .
Concerning the convergence of the iterative process (4) we shall prove the following result.
Theorem 3.
If there exist the elements and the positive real numbers and such that the conditions
-
i)
the operator is Fréchet differentiable on and satisfies
-
ii)
the operator is continuous on
-
iii)
for any distinct points there exists the application and the inequality
is true;
-
iv)
for any distinct points we have the inequality
-
v)
the elements satisfy
-
vi)
the following relations hold:
where is the Fibonacci’s sequence
are fulfilled, then the sequence generated by (4) is well defined, all its terms belonging to
Moreover, the following properties are true:
-
j)
the sequence is convergent;
-
jj)
let . Then is a solution of the equation (1);
-
jjj)
we have the a priori error estimates:
Proof.
We shall prove first by induction that, for any
| (5) | ||||
| (6) | ||||
| (7) |
For from and we infer the above relations.
Let us suppose now that relations (5), (6) and (7) hold for where Since we can construct from (4), whence, using we have
For the estimation of we shall rely on the equality
(easily obtained from Definition 1 and Definition 2), which imply, using
| (8) | |||
and on the inequality
| (9) |
valid because of the assumptions concerning
For by (4), we get
whence
The above relation, together with (8), (9) and (6) for imply
From the hypothesis of the induction we have on one hand that
that is, (6) for and, on the other hand
that is, (7) for
The fact that results from:
Now we shall prove that is a Cauchy sequence, whence follows.
It is obvious that
for
So, for any we have
Using Bernoulli’s inequality, it follows
Hence
and is a Cauchy sequence.
It follows that is convergent, and let For in (4) we get that is a solution of (1). For in the above equality we obtain the very relation
The theorem is proved. ∎
3. Numerical example
Given the system
we shall consider For we take
We shall take as
Using method (3) with we obtain
Using the method of chord with we obtain
Using method (4) with we obtain
References
- [1] G. Goldner, M. Balázs, On the method of the chord and on a modification of it for the solution of nonlinear operator equations, Stud. Cerc. Mat., 20 (1968), pp. 981–990 (in Romanian).
-
[2]
G. Goldner, M. Balázs, Remarks on divided
differences and method of chords,
Rev. Anal. Numer. Teoria Aproximaţiei, 3
(1974) no. 1, pp. 19–30 (in Romanian).
-
[3]
T. Yamamoto, A note on a posteriori error bound of
Zabrejko and Nguen for Zincenko’s iteration, Numer. Funct. Anal.
Optimiz., 9 (1987) 9&10, pp. 987–994.
-
[4]
T. Yamamoto, Ball convergence theorems and error
estimates for certain iterative methods for nonlinear equations, Japan
J. Appl. Math., 7 (1990) no. 1, pp. 131–143.
-
[5]
X. Chen, T. Yamamoto, Convergence domains
of certain iterative methods for solving nonlinear equations, Numer. Funct.
Anal. Optimiz., 10 (1989) 1&2, pp. 37–48.
Recevied: December 1, 1993 Institutul de Calcul (Academia Română)
Str. Republicii Nr.37
P.O. Box 68
3400 Cluj-Napoca
Romania








