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Some fixed point theorems concerning F-contraction in complete metric spaces

Abstract

In this paper, we extend the result of Wardowski (Fixed Point Theory Appl. 2012:94, 2012) by applying some weaker conditions on the self map of a complete metric space and on the mapping F, concerning the contractions defined by Wardowski. With these weaker conditions, we prove a fixed point result for F-Suzuki contractions which generalizes the result of Wardowski.

MSC:74H10, 54H25.

1 Introduction and preliminaries

Throughout this article, we denote by the set of all real numbers, by R + the set of all positive real numbers, and by the set of all natural numbers.

In 1922, Polish mathematician Banach [1] proved a very important result regarding a contraction mapping, known as the Banach contraction principle. It is one of the fundamental results in fixed point theory. Due to its importance and simplicity, several authors have obtained many interesting extensions and generalizations of the Banach contraction principle (see [29] and references therein). Subsequently, in 1962, M Edelstein proved the following version of the Banach contraction principle.

Theorem 1.1 [10]

Let (X, d) be a compact metric space and let T:XX be a self-mapping. Assume that d(Tx,Ty)<d(x,y) holds for all x,yX with xy. Then T has a unique fixed point in X.

In 2008, Suzuki [2] proved generalized versions of Edelstein’s results in compact metric space as follows.

Theorem 1.2 [2]

Let (X, d) be a compact metric space and let T:XX be a self-mapping. Assume that for all x,yX with xy,

1 2 d(x,Tx)<d(x,y)d(Tx,Ty)<d(x,y).

Then T has a unique fixed point in X.

In 2012, Wardowski [11] introduce a new type of contractions called F-contraction and prove a new fixed point theorem concerning F-contractions. In this way, Wardowski [11] generalized the Banach contraction principle in a different manner from the well-known results from the literature. Wardowski defined the F-contraction as follows.

Definition 1.3 Let (X,d) be a metric space. A mapping T:XX is said to be an F-contraction if there exists τ>0 such that

x,yX, [ d ( T x , T y ) > 0 τ + F ( d ( T x , T y ) ) F ( d ( x , y ) ) ] ,
(1)

where F: R + R is a mapping satisfying the following conditions:

  1. (F1)

    F is strictly increasing, i.e. for all x,y R + such that x<y, F(x)<F(y);

  2. (F2)

    For each sequence { α n } n = 1 of positive numbers, lim n α n =0 if and only if lim n F( α n )=;

  3. (F3)

    There exists k(0,1) such that lim α 0 + α k F(α)=0.

We denote by , the set of all functions satisfying the conditions (F1)-(F3). For examples of the function F the reader is referred to [12] and [11].

Remark 1.4 From (F1) and (1) it is easy to conclude that every F-contraction is necessarily continuous.

Wardowski [11] stated a modified version of the Banach contraction principle as follows.

Theorem 1.5 [11]

Let (X,d) be a complete metric space and let T:XX be an F-contraction. Then T has a unique fixed point x X and for every xX the sequence { T n x } n N converges to x .

Very recently, Secelean [12] proved the following lemma.

Lemma 1.6 [12]

Let F: R + R be an increasing mapping and { α n } n = 1 be a sequence of positive real numbers. Then the following assertions hold:

  1. (a)

    if lim n F( α n )=, then lim n α n =0;

  2. (b)

    if infF=, and lim n α n =0, then lim n F( α n )=.

By proving Lemma 1.6, Secelean showed that the condition (F2) in Definition 1.3 can be replaced by an equivalent but a more simple condition,

(F2′) infF=

or, also, by

(F2″) there exists a sequence { α n } n = 1 of positive real numbers such that lim n F( α n )=.

Remark 1.7 Define F B : R + R by F B (α)=lnα, then F B F. Note that with F= F B the F-contraction reduces to a Banach contraction. Therefore, the Banach contractions are a particular case of F-contractions. Meanwhile there exist F-contractions which are not Banach contractions (see [11, 12]).

In this paper, we use the following condition instead of the condition (F3) in Definition 1.3:

(F3′) F is continuous on (0,).

We denote by F the set of all functions satisfying the conditions (F1), (F2′), and (F3′).

Example 1.8 Let F 1 (α)= 1 α , F 2 (α)= 1 α +α, F 3 (α)= 1 1 e α , F 4 (α)= 1 e α e α . Then F 1 , F 2 , F 3 , F 4 F.

Remark 1.9 Note that the conditions (F3) and (F3′) are independent of each other. Indeed, for p1, F(α)= 1 α p satisfies the conditions (F1) and (F2) but it does not satisfy (F3), while it satisfies the condition (F3′). Therefore, FF. Again, for a>1, t(0,1/a), F(α)= 1 ( α + [ α ] ) t , where [α] denotes the integral part of α, satisfies the conditions (F1) and (F2) but it does not satisfy (F3′), while it satisfies the condition (F3) for any k(1/a,1). Therefore, FF. Also, if we take F(α)=lnα, then FF and FF. Therefore, FF.

In view of Remark 1.9, it is meaningful to consider the result of Wardowski [11] with the mappings FF instead FF. Also, we define the F-Suzuki contraction as follows and we give a new version of Theorem 1.5.

Definition 1.10 Let (X,d) be a metric space. A mapping T:XX is said to be an F-Suzuki contraction if there exists τ>0 such that for all x,yX with TxTy

1 2 d(x,Tx)<d(x,y)τ+F ( d ( T x , T y ) ) F ( d ( x , y ) ) ,

where FF.

2 Main results

Theorem 2.1 Let T be a self-mapping of a complete metric space X into itself. Suppose FF and there exists τ>0 such that

x,yX, [ d ( T x , T y ) > 0 τ + F ( d ( T x , T y ) ) F ( d ( x , y ) ) ] .

Then T has a unique fixed point x X and for every x 0 X the sequence { T n x 0 } n = 1 converges to x .

Proof Choose x 0 X and define a sequence { x n } n = 1 by

x 1 =T x 0 , x 2 =T x 1 = T 2 x 0 ,, x n + 1 =T x n = T n + 1 x 0 ,nN.
(2)

If there exists nN such that d( x n ,T x n )=0, the proof is complete. So, we assume that

0<d( x n ,T x n )=d(T x n 1 ,T x n ),nN.
(3)

For any nN we have

τ+F ( d ( T x n 1 , T x n ) ) F ( d ( x n 1 , x n ) ) ,

i.e.,

F ( d ( T x n 1 , T x n ) ) F ( d ( x n 1 , x n ) ) τ.

Repeating this process, we get

F ( d ( T x n 1 , T x n ) ) F ( d ( x n 1 , x n ) ) τ = F ( d ( T x n 2 , T x n 1 ) ) τ F ( d ( x n 2 , x n 1 ) ) 2 τ = F ( d ( T x n 3 , T x n 2 ) ) 2 τ F ( d ( x n 3 , x n 2 ) ) 3 τ F ( d ( x 0 , x 1 ) ) n τ .
(4)

From (4), we obtain lim n F(d(T x n 1 ,T x n ))=, which together with (F2′) and Lemma 1.6 gives lim n d(T x n 1 ,T x n )=0, i.e.,

lim n d( x n ,T x n )=0.
(5)

Now, we claim that { x n } n = 1 is a Cauchy sequence. Arguing by contradiction, we assume that there exist ϵ>0 and sequences { p ( n ) } n = 1 and { q ( n ) } n = 1 of natural numbers such that

p(n)>q(n)>n,d( x p ( n ) , x q ( n ) )ϵ,d( x p ( n ) 1 , x q ( n ) )<ϵ,nN.
(6)

So, we have

ϵ d ( x p ( n ) , x q ( n ) ) d ( x p ( n ) , x p ( n ) 1 ) + d ( x p ( n ) 1 , x q ( n ) ) d ( x p ( n ) , x p ( n ) 1 ) + ϵ = d ( x p ( n ) 1 , T x p ( n ) 1 ) + ϵ .

It follows from (5) and the above inequality that

lim n d( x p ( n ) , x q ( n ) )=ϵ.
(7)

On the other hand, from (5) there exists NN, such that

d( x p ( n ) ,T x p ( n ) )< ϵ 4 andd( x q ( n ) ,T x q ( n ) )< ϵ 4 ,nN.
(8)

Next, we claim that

d(T x p ( n ) ,T x q ( n ) )=d( x p ( n ) + 1 , x q ( n ) + 1 )>0,nN.
(9)

Arguing by contradiction, there exists mN such that

d( x p ( m ) + 1 , x q ( m ) + 1 )=0.
(10)

It follows from (6), (8), and (10) that

ϵ d ( x p ( m ) , x q ( m ) ) d ( x p ( m ) , x p ( m ) + 1 ) + d ( x p ( m ) + 1 , x q ( m ) ) d ( x p ( m ) , x p ( m ) + 1 ) + d ( x p ( m ) + 1 , x q ( m ) + 1 ) + d ( x q ( m ) + 1 , x q ( m ) ) = d ( x p ( m ) , T x p ( m ) ) + d ( x p ( m ) + 1 , x q ( m ) + 1 ) + d ( x q ( m ) , T x q ( m ) ) < ϵ 4 + 0 + ϵ 4 = ϵ 2 .

This contradiction establishes the relation (9). Therefore, it follows from (9) and the assumption of the theorem that

τ+F ( d ( T x p ( n ) , T x q ( n ) ) ) F ( d ( x p ( n ) , x q ( n ) ) ) ,nN.
(11)

From (F3′), (7), and (11), we get τ+F(ϵ)F(ϵ). This contradiction shows that { x n } n = 1 is a Cauchy sequence. By completeness of (X,d), { x n } n = 1 converges to some point x in X. Finally, the continuity of T yields

d(Tx,x)= lim n d(T x n , x n )= lim n d( x n + 1 , x n )=d ( x , x ) =0.

Now, let us to show that T has at most one fixed point. Indeed, if x,yX be two distinct fixed points of T, that is, Tx=xy=Ty. Therefore,

d(Tx,Ty)=d(x,y)>0,

then we get

F ( d ( x , y ) ) =F ( d ( T x , T y ) ) <τ+F ( d ( T x , T y ) ) F ( d ( x , y ) ) ,

which is a contradiction. Therefore, the fixed point is unique. □

Theorem 2.2 Let (X,d) be a complete metric space and T:XX be an F-Suzuki contraction. Then T has a unique fixed point x X and for every x 0 X the sequence { T n x 0 } n = 1 converges to x .

Proof Choose x 0 X and define a sequence { x n } n = 1 by

x 1 =T x 0 , x 2 =T x 1 = T 2 x 0 ,, x n + 1 =T x n = T n + 1 x 0 ,nN.
(12)

If there exists nN such that d( x n ,T x n )=0, the proof is complete. So, we assume that

0<d( x n ,T x n ),nN.

Therefore,

1 2 d( x n ,T x n )<d( x n ,T x n ),nN.
(13)

For any nN we have

τ+F ( d ( T x n , T 2 x n ) ) F ( d ( x n , T x n ) ) ,

i.e.,

F ( d ( x n + 1 , T x n + 1 ) ) F ( d ( x n , T x n ) ) τ.

Repeating this process, we get

F ( d ( x n , T x n ) ) F ( d ( x n 1 , T x n 1 ) ) τ F ( d ( x n 2 , T x n 2 ) ) 2 τ F ( d ( x n 3 , T x n 3 ) ) 3 τ F ( d ( x 0 , T x 0 ) ) n τ .
(14)

From (14), we obtain lim m F(d( x n ,T x n ))=, which together with (F2′) and Lemma 1.6 gives

lim m d( x n ,T x n )=0.
(15)

Now, we claim that { x n } n = 1 is a Cauchy sequence. Arguing by contradiction, we assume that there exist ϵ>0 and sequences { p ( n ) } n = 1 and { q ( n ) } n = 1 of natural numbers such that

p(n)>q(n)>n,d( x p ( n ) , x q ( n ) )ϵ,d( x p ( n ) 1 , x q ( n ) )<ϵ,nN.
(16)

So, we have

ϵ d ( x p ( n ) , x q ( n ) ) d ( x p ( n ) , x p ( n ) 1 ) + d ( x p ( n ) 1 , x q ( n ) ) d ( x p ( n ) , x p ( n ) 1 ) + ϵ = d ( x p ( n ) 1 , T x p ( n ) 1 ) + ϵ .

It follows from (15) and the above inequality that

lim n d( x p ( n ) , x q ( n ) )=ϵ.
(17)

From (15) and (17), we can choose a positive integer NN such that

1 2 d( x p ( n ) ,T x p ( n ) )< 1 2 ϵ<d( x p ( n ) , x q ( n ) ),nN.

So, from the assumption of the theorem, we get

τ+F ( d ( T x p ( n ) , T x q ( n ) ) ) F ( d ( x p ( n ) , x q ( n ) ) ) ,nN.

It follows from (12) that

τ+F ( d ( x p ( n ) + 1 , T x q ( n ) + 1 ) ) F ( d ( x p ( n ) , x q ( n ) ) ) ,nN.
(18)

From (F3′), (15), and (18), we get τ+F(ϵ)F(ϵ). This contradiction shows that { x n } n = 1 is a Cauchy sequence. By completeness of (X,d), { x n } n = 1 converges to some point x in X. Therefore,

lim n d ( x n , x ) =0.
(19)

Now, we claim that

1 2 d( x n ,T x n )<d ( x n , x ) or 1 2 d ( T x n , T 2 x n ) <d ( T x n , x ) ,nN.
(20)

Again, assume that there exists mN such that

1 2 d( x m ,T x m )d ( x m , x ) and 1 2 d ( T x m , T 2 x m ) d ( T x m , x ) .
(21)

Therefore,

2d ( x m , x ) d( x m ,T x m )d ( x m , x ) +d ( x , T x m ) ,

which implies that

d ( x m , x ) d ( x , T x m ) .
(22)

It follows from (21) and (22) that

d ( x m , x ) d ( x , T x m ) 1 2 d ( T x m , T 2 x m ) .
(23)

Since 1 2 d( x m ,T x m )<d( x m ,T x m ), by the assumption of the theorem, we get

τ+F ( d ( T x m , T 2 x m ) ) F ( d ( x m , T x m ) ) .

Since τ>0, this implies that

F ( d ( T x m , T 2 x m ) ) <F ( d ( x m , T x m ) ) .

So, from (F1), we get

d ( T x m , T 2 x m ) <d( x m ,T x m ).
(24)

It follows from (21), (23), and (24) that

d ( T x m , T 2 x m ) < d ( x m , T x m ) d ( x m , x ) + d ( x , T x m ) 1 2 d ( T x m , T 2 x m ) + 1 2 d ( T x m , T 2 x m ) = d ( T x n , T 2 x n ) .

This is a contradiction. Hence, (20) holds. So, from (20), for every nN, either

τ+F ( d ( T x n , T x ) ) F ( d ( x n , x ) ) ,

or

τ+F ( d ( T 2 x n , T x ) ) F ( d ( T x n , x ) ) =F ( d ( x n + 1 , x ) )

holds. In the first case, from (19), (F2′), and Lemma 1.6, we obtain

lim n F ( d ( T x n , T x ) ) =.

It follows from (F2′) and Lemma 1.6 that lim n d(T x n ,T x )=0. Therefore,

d ( x , T x ) = lim n d ( x n + 1 , T x ) = lim n d ( T x n , T x ) =0.

Also, in the second case, from (19), (F2′), and Lemma 1.6, we obtain

lim n F ( d ( T 2 x n , T x ) ) =.

It follows from (F2′) and Lemma 1.6 that lim n d(T x n ,T x )=0. Therefore,

d ( x , T x ) = lim n d ( x n + 2 , T x ) = lim n d ( T 2 x n , T x ) =0.

Hence, x is a fixed point of T. Now let us show that T has at most one fixed point. Indeed, if x , y X are two distinct fixed points of T, that is, T x = x y =T y , then d( x , y )>0. So, we have 0= 1 2 d( x ,T x )<d( x , y ) and from the assumption of the theorem, we obtain

F ( d ( x , y ) ) =F ( d ( T x , T y ) ) <τ+F ( d ( T x , T y ) ) F ( d ( x , y ) ) ,

which is a contradiction. Thus, the fixed point is unique. □

Example 2.3 Consider the sequence { S n } n N as follows:

S 1 = 1 × 2 , S 2 = 1 × 2 + 2 × 3 , , S n = 1 × 2 + 2 × 3 + + n ( n + 1 ) = n ( n + 1 ) ( n + 2 ) 3 , .

Let X={ S n :nN} and d(x,y)=|xy|. Then (X,d) is complete metric space. Define the mapping T:XX by T( S 1 )= S 1 and T( S n )= S n 1 for every n>1. Since

lim n d ( T ( S n ) , T ( S 1 ) ) d ( S n , S 1 ) = lim n S n 1 2 S n 2 = ( n 1 ) n ( n + 1 ) 6 n ( n + 1 ) ( n + 2 ) 6 =1,

T is not a Banach contraction and a Suzuki contraction. On the other hand taking F(α)= 1 α +αF, we obtain the result that T is an F-contraction with τ=6. To see this, let us consider the following calculation. First observe that

1 2 d( S n ,T S n )<d( S n , S m ) [ ( 1 = n < m ) ( 1 m < n ) ( 1 < n < m ) ] .

For 1=n<m, we have

| T ( S m ) T ( S 1 ) | = | S m 1 S 1 | = 2 × 3 + 3 × 4 + + ( m 1 ) m , | S m S 1 | = 2 × 3 + 3 × 4 + + m ( m + 1 ) .
(25)

Since m>1 and 1 2 × 3 + 3 × 4 + + ( m 1 ) m < 1 2 × 3 + 3 × 4 + + m ( m + 1 ) , we have

6 1 2 × 3 + 3 × 4 + + ( m 1 ) m + [ 2 × 3 + 3 × 4 + + ( m 1 ) m ] < 6 1 2 × 3 + 3 × 4 + + m ( m + 1 ) + [ 2 × 3 + 3 × 4 + + ( m 1 ) m ] 1 2 + 3 + + m + [ 2 × 3 + 3 × 4 + + ( m 1 ) m ] + m ( m + 1 ) = 1 2 + 3 + + m + [ 2 × 3 + 3 × 4 + + ( m 1 ) m + m ( m + 1 ) ] .

So, from (25), we get

6 1 | T ( S m ) T ( S 1 ) | + | T ( S m ) T ( S 1 ) | < 1 | S m S 1 | +| S m S 1 |.

For 1m<n, similar to 1=n<m, we have

6 1 | T ( S m ) T ( S 1 ) | + | T ( S m ) T ( S 1 ) | < 1 | S m S 1 | +| S m S 1 |.

For 1<n<m, we have

| T ( S m ) T ( S n ) | = n ( n + 1 ) + ( n + 1 ) ( n + 2 ) + + ( m 1 ) m , | S m S n | = ( n + 1 ) ( n + 2 ) + ( n + 2 ) ( n + 3 ) + + m ( m + 1 ) .
(26)

Since m>n>1, we have

(m+1)m(n+2)(n+1)=n(n+1)+2(n+1)n(n+1)+6.

We know that 1 n ( n + 1 ) + ( n + 1 ) ( n + 2 ) + + ( m 1 ) m < 1 ( n + 1 ) ( n + 2 ) + ( n + 2 ) ( n + 3 ) + + m ( m + 1 ) . Therefore

6 1 n ( n + 1 ) + ( n + 1 ) ( n + 2 ) + + ( m 1 ) m + [ n ( n + 1 ) + ( n + 1 ) ( n + 2 ) + + ( m 1 ) m ] < 6 1 ( n + 1 ) ( n + 2 ) + ( n + 2 ) ( n + 3 ) + + m ( m + 1 ) + [ n ( n + 1 ) + ( n + 1 ) ( n + 2 ) + + ( m 1 ) m ] = 1 ( n + 1 ) ( n + 2 ) + ( n + 2 ) ( n + 3 ) + m ( m + 1 ) + 6 + n ( n + 1 ) + [ ( n + 1 ) ( n + 2 ) + + ( m 1 ) m ] 1 ( n + 1 ) ( n + 2 ) + ( n + 2 ) ( n + 3 ) + + m ( m + 1 ) + m ( m + 1 ) + [ ( n + 1 ) ( n + 2 ) + + ( m 1 ) m ] = 1 ( n + 1 ) ( n + 2 ) + ( n + 2 ) ( n + 3 ) + + m ( m + 1 ) + [ ( n + 1 ) ( n + 2 ) + + ( m 1 ) m ] .

So from (26), we get

6 1 | T ( S m ) T ( S n ) | + | T ( S m ) T ( S n ) | < 1 | S m S n | +| S m S n |.

Therefore τ+F(d(T( S m ),T( S n )))d( S m , S n ) for all m,nN. Hence T is an F-contraction and T( S 1 )= S 1 .

For F 1 (α)=ln(α), F 2 (α)=ln(α)+α, F 3 (α)= 1 α +α, and F 4 (α)= 1 α + [ α ] +α in the above example, we compare the rate of convergence of the Banach contraction ( F 1 -contraction) and F-contractions for F 2 FF, F 3 (FF), and F 4 (FF) in Table 1.

Table 1 The generated iterations start from a point x 0 = S 30 . C F denotes F(d( S 1 , S n ))F(d(T( S 1 ),T( S n )))

References

  1. Banach B: Sur les opérations dans les ensembles abstraits et leur application aux équations intégrales. Fundam. Math. 1922, 3: 133–181.

    Google Scholar 

  2. Suzuki T: A new type of fixed point theorem in metric spaces. Nonlinear Anal. 2009, 71: 5313–5317. 10.1016/j.na.2009.04.017

    Article  MathSciNet  Google Scholar 

  3. Suzuki T: Generalized distance and existence theorems in complete metric spaces. J. Math. Anal. Appl. 2001, 253: 440–458. 10.1006/jmaa.2000.7151

    Article  MathSciNet  Google Scholar 

  4. Suzuki T: Several fixed point theorems concerning τ -distance. Fixed Point Theory Appl. 2004, 2004: 195–209.

    Article  Google Scholar 

  5. Tataru D: Viscosity solutions of Hamilton-Jacobi equations with unbounded nonlinear terms. J. Math. Anal. Appl. 1992, 163: 345–392. 10.1016/0022-247X(92)90256-D

    Article  MathSciNet  Google Scholar 

  6. Vályi I: A general maximality principle and a fixed point theorem in uniform space. Period. Math. Hung. 1985, 16: 127–134. 10.1007/BF01857592

    Article  Google Scholar 

  7. Włodarczyk K, Plebaniak R: Quasigauge spaces with generalized quasipseudodistances and periodic points of dissipative set-valued dynamic systems. Fixed Point Theory Appl. 2011., 2011: Article ID 712706

    Google Scholar 

  8. Włodarczyk K, Plebaniak P: Kannan-type contractions and fixed points in uniform spaces. Fixed Point Theory Appl. 2011., 2011: Article ID 90

    Google Scholar 

  9. Włodarczyk K, Plebaniak R: Contractivity of Leader type and fixed points in uniform spaces with generalized pseudodistances. J. Math. Anal. Appl. 2012, 387: 533–541. 10.1016/j.jmaa.2011.09.006

    Article  MathSciNet  Google Scholar 

  10. Edelstein M: On fixed and periodic points under contractive mappings. J. Lond. Math. Soc. 1962, 37: 74–79.

    Article  MathSciNet  Google Scholar 

  11. Wardowski D: Fixed point theory of a new type of contractive mappings in complete metric spaces. Fixed Point Theory Appl. 2012., 2012: Article ID 94

    Google Scholar 

  12. Secelean NA: Iterated function systems consisting of F -contractions. Fixed Point Theory Appl. 2013., 2013: Article ID 277 10.1186/1687-1812-2013-277

    Google Scholar 

Download references

Acknowledgements

The second author was supported by the Higher Education Research Promotion and National Research University Project of Thailand, Office of the Higher Education Commission (Under NUR Project ‘Theoretical and Computational fixed points for Optimization problems’ No. 57000621).

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Piri, H., Kumam, P. Some fixed point theorems concerning F-contraction in complete metric spaces. Fixed Point Theory Appl 2014, 210 (2014). https://doi.org/10.1186/1687-1812-2014-210

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