We prove a lemma which plays key role to establish strong convergence of the iterative schemes (1.3) and (1.4).
Lemma 2.1.
Let
be a uniformly convex metric space. Let
be a nonempty closed convex subset of
a quasi-nonexpansive map and
as in (1.3). If
and
then 
Proof.
For
, we consider
This implies that the sequence
is nonincreasing and bounded below. Thus
exists. We may assume that
For any
, we have that
Since
exists, so
is bounded and hence
exists. We show that
. Assume that 
Then
Hence by Theorem 1.3, there exists
such that
That is,
Taking
and summing up the
terms on the both sides in the above inequality, we have
Let
. Then, we have
This is contradiction and hence 
In the light of above result, we can construct subsequences
and
of
and
, respectively, such that
and hence 
Now we state and prove Ishikawa type convergence result in uniformly convex metric spaces.
Theorem 2.2.
Let
be a uniformly convex complete metric space with continuous convex structure and let
be its nonempty closed convex subset. Let
be a continuous quasi-nonexpansive map of
into itself satisfying Condition 3. If
is as in (1.3), where
and
, then
converges to a fixed point of
.
Proof.
In Lemma 2.1, we have shown that
Therefore
. This implies that the sequence
is nonincreasing and bounded below. Thus
exists. Now by Condition 3, we have
Using the properties of
we have
. As
exists, therefore 
Now, we show that
is a Cauchy sequence. For
there exists a constant
such that for all
we have
In particular,
That is,
There must exist 
such that
Now, for
, we have that
This proves that
is a Cauchy sequence in
. Since
is a closed subset of a complete metric space
therefore it must converge to a point
in
.
Finally, we prove that
is a fixed point of 
Since
therefore
As
is closed, so 
Choose
for all
in the above theorem; it reduces to the following Mann type convergence result.
Theorem 2.3.
Let
be a uniformly convex complete metric space with continuous convex structure and let
be its nonempty closed convex subset. Let
be a continuous quasi-nonexpansive map of
into itself satisfying Condition 1. If
is as in (1.4), where
, then
converges to a fixed point of
.
Next we establish strong convergence of Ishikawa iterates of a generalized nonexpansive map.
Theorem 2.4.
Let
and
be as in Theorem 2.3. Let
be a continuous generalied nonexpansive map of
into itself with at least one fixed point. If
is as in (1.3), where
and
then
converges to a fixed point of
.
Proof.
Let
be any fixed point of
Then setting
in (*), we have
which implies
Thus
is quasi-nonexpansive.
For any
we also observe that
If
where
then
Using (2.14) in (2.13), we have
Also it is obvious that
Combining (2.16) and (2.17), we get that
Now inserting (2.15) in (2.18), we derive
That is,
where
Thus
satisfies Condition 4 (and hence Condition 3). The result now follows from Theorem 2.2.
Remark 2.5.
In the above theorem, we have assumed that the generalied nonexpansive map
has a fixed point. It remains an open questions: what conditions on
, and
in (*) are sufficient to guarantee the existence of a fixed point of
even in the setting of a metric space.
Choose
for all
in Theorem 2.4 to get the following Mann type convergence result.
Theorem 2.6.
Let
and
be as in Theorem 2.4. If
is as in (1.4), where
then
converges to a fixed point of
.
Proof.
For
for all
,
the inequality (2.20) in the proof of Theorem 2.4 becomes
Thus
satisfies Condition 2 (and hence Condition 1) and so the result follows from Theorem 2.3.
The analogue of Kannan result in uniformly convex metric space can be deduced from Theorem 2.6 (by taking
, and
for all
) as follows.
Theorem 2.7.
Let
be a uniformly convex complete metric space with continuous convex structure and let
be its nonempty closed convex subset. Let
be a continuous map of
into itself with at least one fixed point such that 
for all
. Then the sequence
where
and
converges to a fixed point of 
Next we give sufficient conditions for the existence of fixed point of a
-Lipschitz map in terms of the Ishikawa iterates.
Theorem 2.8.
Let
be a convex metric space and let
be its nonempty convex subset. Let
be a
-Lipschitz selfmap of
Let
be the sequence as in (1.3), where
and
satisfy (i)
for all
(ii)
and (iii)
If
and
then
is a fixed point of 
Proof.
Let
Then
That is,
Since
therefore there exists
such that
for all
This implies that
Taking
on both the sides in the above inequality and using the condition
, we have 
Finally, using a generalized nonexpansive map
on a metric space
, we provide a necessary and sufficient condition for the convergence of an arbitrary sequence
in
to a fixed point of
in terms of the approximating sequence 
Theorem 2.9.
Suppose that
is a closed subset of a complete metric space
and
is a continuous map such that for some
, the following inequality holds:
for all
Then a sequence
in
converges to a fixed point of
if and only if 
Proof.
Suppose that
First we show that
is a Cauchy sequence in
To acheive this goal, consider:
That is,
Since
and
therefore from the above inequality, it follows that
is a Cauchy sequence in
In view of closedness of
this sequence converges to an element
of
Also
gives that
Now using the continuity of
we have
Hence
is a fixed point of 
Conversely, suppose that
converges to a fixed point
of
Using the continuity of
we have that
Thus 
Remark 2.10.
Theorem 2.8 improves Lemma 2 in [3] from real line to convex metric space setting. Theorem 2.9 is an extension of Theorem 4 in [21] to metric spaces. If we choose
in Theorem 2.9, it is still an improvement of [21, Theorem 4].
Remark 2.11.
We have proved our results (2.1)–(2.8) in convex metric space setting. All these results, in particular, hold in Banach spaces if we set 