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Fixed points of set-valued Caristi-type mappings on semi-metric spaces via partial order relations

Abstract

In this paper, we present some fixed-point theorems that are related to a set-valued Caristi-type mapping. The main results extend the recent work which was presented by Jiang and Li (Fixed Point Theory Appl. 2013:74, 2013) from a single-valued setting to a set-valued case. Further, the presented results also improve essentially many results that have appeared, because we have removed some conditions from the auxiliary function. Meanwhile, we give some partial answers to an important problem which was raised by Kirk (Colloq. Math. 36:81-86, 1976).

MSC:47H10, 37C25.

1 Introduction

Let (X,d) be a complete metric space and a self-map T on X (not necessarily continuous). In 1976, Caristi [1] asserted that T must have a fixed point provided that there exists a nonnegative real-valued function φ, which is lower semicontinuous, such that

d(x,Tx)φ(x)φ(Tx)
(1.1)

for all xX. A number of extensions of the Banach contraction principle have appeared in the literature and Caristi’s fixed-point theorem is one of the most important extensions of the Banach contraction principle. It is well known that Caristi’s fixed-point theorem is a variation of the ε-variational principle of Ekeland [2], which is an important tool in nonlinear analysis, such as optimization, variational inequalities, differential equations, and control theory. Of course, many authors have studied and generalized Caristi’s fixed-point theorem in various directions. Notice that Caristi’s original proof involved an intricate transfinite induction argument. Subsequently, Kirk [3] gave an elegant proof of Caristi’s fixed-point theorem by considering a partial order on X, which has been defined by Brøndsted [4], as follows:

xyd(x,y)φ(x)φ(y)
(1.2)

for all x,yX. Kirk also considered a class of mappings, so-called Caristi-type mapping, that is, a map T:XX such that for all xX

η ( d ( x , T x ) ) φ(x)φ(Tx)
(1.3)

for some a function η:[0,+)[0,+) and a function φ:X(,+). He raised a problem relating to generalize Caristi’s fixed-point theorem stating whether a Caristi-type mapping T has a fixed point for a complete metric space (X,d).

Recall that a function η on a subset A of real numbers is called subadditive if

η(t+s)η(t)+η(s)

for all t,sA. In 1998, Jachymski [5] showed that each Caristi-type mapping T has a fixed point whenever we assume φ is a nonnegative lower semicontinuous on X and η is a nondecreasing and subadditive function, continuous at 0 and such that η 1 ({0})={0}. Later, in 2006, Feng and Liu [6] considered a relation which is defined on X by

xyη ( d ( x , y ) ) φ(x)φ(y)
(1.4)

for all x,yX. By assuming that η is nondecreasing, continuous, subadditive, and η 1 ({0})={0}, they showed that the relation defined by (1.4) is a partial order on X and proved that each Caristi-type mapping has a fixed point, by inquiring the existence of maximal element of a partially ordered complete metric space (X,) provided that φ is bounded from below and lower semicontinuous. It was noticed that the subadditivity of η is necessarily assumed for insisting that the relation in (1.4) is a partial order. Thus if η is not a subadditive function, then the relationship defined by (1.4) may not be a partial order in X, and consequently the technique used in [5, 6] becomes invalid. Observing this one, by introducing a partial order on a complete subset of X, Khamsi [7] removed the subadditivity of η and showed the existence theorem of fixed point for a Caristi type mapping. Recently, Li [8] noticed that η(0)=0 is an essential condition for the existence of a fixed point for Caristi-type mapping.

Let X be a nonempty set, and be a partial ordering on X. For each xX, we set

[ x , + ) :={zX:xz}

and

( , x ] :={zX:zx}.

Recall that a single-valued mapping T is said to be an isotone mapping if

TxTyfor all x,yX,xy.
(1.5)

Very recently, in 2013, Jiang and Li [9] considered the following condition: for each x,yX,

xyη ( d ( x , y ) ) φ(x)φ(y).
(1.6)

Without the subadditivity of η and the continuity of both η and φ, they successfully obtained the following fixed-point theorem.

Theorem 1.1 Let (X,d) be a complete metric space, let φ:X(,+) be a bounded below functional, let η:[0,+)[0,+) be a nondecreasing function with η 1 ({0})={0}, and let be a partial order on X such that (1.6) and [ x , + ) and ( , x ] are closed for each x,yX. Let T:XX be an isotone mapping. Assume that there exists x 0 X such that x 0 T x 0 . Then

  1. (i)

    T has a maximal fixed point x [ x 0 , + ) , i.e., let x [ x 0 , + ) be a fixed point of T, then x x implies x= x ;

  2. (ii)

    T has a least fixed point x [ x 0 , + ) , i.e., let x [ x 0 , + ) be a fixed point of T, then x x.

Inspired by the above literature, in this work, we will present some extensions of results of Jiang and Li [9], say from a single-valued setting to a set-valued case. Further, meanwhile, our results also improve essentially many results. This is because we will remove some conditions, such as the assumption of an auxiliary function, as η, being nondecreasing. Also, some related results will be discussed. To complete our plan, the following useful basic concepts are needed.

A semi-metric for a nonempty set X is a nonnegative real-valued function d from X×X into such that

(S1) d(x,y)=0x=y;

(S2) d(x,y)=d(y,x),

for each x,yX. A pair (X,d) is called a semi-metric space.

A subset A of a semi-metric space (X,d) is said to be closed iff A ¯ d =A, where A ¯ d ={xX:d(x,A)=0} and d(x,A)=inf{d(x,y):yA}. Let d be a semi-metric on X and ( x n ) n N be a sequence in X. A sequence ( x n ) n N is said to be convergent to xX if for any ε>0, there exists n 0 N such that d( x n ,x)<ε, for all n n 0 . ( x n ) n N is called Cauchy if for any ε>0, there exists n 0 N such that d( x m , x n )<ε, for all m,n n 0 . A semi-metric space (X,d) is said to be complete if every Cauchy sequence is a convergent sequence.

For more information on semi-metric space, readers may consult [1015].

Let (X,) be a partial order set and 2 X be denoted for a class of all nonempty subset of X. As the core of this work, we are interested in the following class of set-valued mappings: a set-valued mapping T:X 2 X is called isotone if, whenever xy in X,

(I1) for each uT(x) there is vT(y) such that uv, and

(I2) dually, for each vT(y) there is uT(x) such that uv.

Isotone mappings were first studied by Smithson [16], and it is well known that one of these conditions may be satisfied while the other is not. In particular, a single-valued case of (I1) and (I2) must be similar, i.e., for all x,yX with xy we have T(x)T(y).

2 Main results

In this section, we let (X,d) be a semi-metric space, η:[0,+)(,+) and φ:X(,+) be functions such that

(H1) η is nonnegative on {d(x,y):x,yX} with η(0)=0, and there exist c>0 and ε>0 such that

η(t)ctfor each t W η , ε ,

where W η , ε ={t0:η(t)ε}{d(x,y):x,yX}.

Further if x 0 is an element in X, we assume that there is a partially ordered set (X,) such that the following conditions hold:

(H2) φ is bounded below function on [ x 0 , + ) .

(H3) We have

η ( d ( x , y ) ) φ(x)φ(y)for each x,y [ x 0 , + ) ,with xy.

(H4) [ x , + ) is closed for each xX such that x 0 x.

(H5) The set P:={x [ x 0 , + ) :xu,uT(x)} contains every limit points of increasing convergent sequence in P.

Remark 2.1 If η is a nonnegative and subadditive function on [0,+) with η(0)=0, we know that

lim t 0 η ( t ) t =sup { η ( x ) x : x > 0 } ,

see [17]. By using this, we know that (H1) is always satisfied, see [7].

The following two examples show that (H4) and (H5) are different.

Example 2.2 Let X:={0}{ 1 n :nN} with the usual metric d. Define a partially ordered on X by xyyx for all x,yX. Pick x 0 =1. One can observe that, for each 1x, we have [ x , + ) is a closed set. This means that (H4) is satisfied, whereas (H5) is not satisfied. Indeed, if we consider a mapping

T(x)= { X { 0 } ; x = 0 , { 0 , 1 } ; otherwise .

We see that P={ 1 n :nN}. One can notice that there is an increasing convergent sequence ( 1 n ) n N in P which converges to 0, but 0P.

Example 2.3 Let X and d be the same as in Example 2.2. Define a partial ordering on X by xy if and only if (i) yx, and (ii) x y N. Define a mapping T by

T ( 1 n ) = { 1 ; x = 0 , { 1 n + 1 , 1 n + 2 } ; otherwise .

For x 0 =1, we notice that the set P is nothing else but {1, 1 2 }. It follows that (H5) must be satisfied. This notwithstanding, since [ 1 , + ) ={ 1 n :nN} is not a closed set, (H4) is not satisfied.

Now we show our main results.

Theorem 2.4 Let (X,d) be a complete semi-metric space and T:X 2 X be a set-valued mapping. Assume that there exist a partially ordered on X and a point x 0 X such that

x 0 ufor some uT( x 0 ).
(2.1)

If T is an isotone mapping (I1) and conditions (H1)-(H5) are satisfied, then T has a fixed point x . Moreover, x is a maximal fixed point in [ x 0 , + ) .

Proof Firstly, by (2.1), we notice that the set P:={x [ x 0 , + ) :xu,uT(x)} is a nonempty set. Now, let ( x α ) α Γ be an increasing chain in P, where Γ is a directed set. By condition (H3), we know that ( φ ( x α ) ) α Γ is a decreasing net of real numbers. Further, by condition (H2), we know that s:=inf{φ( x α ):αΓ} does exist. Related to this number s, let us define now a nonempty subset Δ of Γ by

Δ= { α Γ : φ ( x α ) s + ε } ,

where ε is a positive real number as appeared in condition (H1).

On the other hand, we know that there is an increasing sequence ( α n ) n N of elements from Γ such that

lim n φ( x α n )=s.

We claim that ( x α n ) n N is a Cauchy sequence. Otherwise, there exist a subsequence ( x α n i ) i N of ( x α n ) n N and δ>0 such that

d( x α n i , x α n i + 1 )δ,iN.
(2.2)

It follows by the increasing of ( x α n i ) i N and (H3) that

0η ( d ( x α n i , x α n i + 1 ) ) φ( x α n i )φ( x α n i + 1 ),iN.
(2.3)

Let us pick i 0 N, which is the first natural number such that α n i 0 Δ. Then, by the decreasing of ( φ ( x α n ) ) n N , we have

sφ( x α n i + 1 )φ( x α n i )s+ε,i i 0 .
(2.4)

Subsequently, by (2.3) and (2.4), we obtain

0η ( d ( x α n i , x α n i + 1 ) ) ε,i i 0 .

Using this one, in view of (2.2) together with (H1) and (H3), we have

cδcd( x α n i , x α n i + 1 )η ( d ( x α n i , x α n i + 1 ) ) φ( x α n i )φ( x α n i + 1 ),i i 0 .

This implies

icδφ( x α n i 0 )φ( x α n i 0 + i ),i i 0 .

Since lim n φ( x α n )= inf α Γ φ( x α ), we obtain from i approaches infinity that

inf α Γ φ( x α )= lim i φ( x α n i 0 + i ) lim i ( φ ( x α n i 0 ) i c δ ) =.

This is a contradiction. Hence ( x α n ) n N must be a Cauchy sequence in P. Thus, since X is complete, there exists x ¯ X such that

lim n x α n = x ¯ .

Further, by (H5), we have x ¯ P.

Next, we will show that ( x α ) α Γ has an upper bound in P. We consider the following two cases.

Case I. For each αΓ, there exists n Γ N such that x α x α n Γ .

Let αΓ be fixed. By the closedness of [ x α , + ) and passing to a subsequence ( x α j ) j = n Γ + 1 of an increasing sequence ( x α n ) n N , we know that x α x ¯ . Since αΓ is arbitrary and x ¯ P, we reach the required result.

Case II. There exists βΓ such that x α n x β for all nN.

Obviously, in this case x β P. Further, by condition (H3), we also have

φ( x β )φ( x α n )for all nN.
(2.5)

This also implies that βΔ. Subsequently, by the decreasing of φ ( ( x α n ) ) n N , we have

φ( x β )= inf α Γ φ( x α ).
(2.6)

We claim that x β is an upper bound of ( x α ) α Γ . Assume that there is α 0 Γ such that x β x α 0 and x β x α 0 . Thus, by (H3), we would have

0η ( d ( x β , x α 0 ) ) φ( x β )φ( x α 0 )

and

sφ( x α 0 )φ( x β )s+ε.

Using these inequalities, we see that 0η(d( x β , x α 0 ))ε. So, by (H2), we get

0<cd( x β , x α 0 )η ( d ( x β , x α 0 ) ) φ( x β )φ( x α 0 ).

This implies that φ( x α 0 )<φ( x β ), and this contradicts to (2.6). Hence, our claim is asserted.

By Cases I and II, we can conclude that ( x α ) α Γ has an upper bounded in P. Consequently, since ( x α ) α Γ is an arbitrary chain in P, Zorn’s lemma will therefore imply that (P,) has a maximal element, say x .

Next, since x P, we know that

x ufor some uT ( x ) .
(2.7)

Consequently, in view of the isotonicity (I1) of T, we can find vT(u) such that uv. This, alternatively, implies that uP. Thus, by (2.7) together with the maximality of x , we obtain x =uT( x ). This means x is a maximal fixed point of T, and the proof is completed. □

Remark 2.5 Assume that conditions (H1)-(H5) are satisfied and T is linked to X by the following stronger relationships: there exists a point x 0 X such that x 0 u for all uT( x 0 ), and

(SI) if x,yX with xy, xy then uv for each uT(x), vT(y).

Then T has an end point x ˜ . Moreover, x ˜ is the maximal endpoint in [ x 0 , + ) . Indeed, let P ˜ ={x [ x 0 , + ) :xu,uT(x)} and also ( x α ) α Γ be an increasing chain in P ˜ , where Γ is a directed set. It follows from the proof of Theorem 2.4 that there is x ˜ P ˜ such that it is a maximal element of ( P ˜ ,). Let yT( x ˜ ) be arbitrary. It follows by x ˜ P ˜ that x 0 x ˜ y. Subsequently, by (SI), we obtain

yvfor all vT(y).

This implies that y P ˜ . Now, by the maximality of x ˜ , we see that x ˜ =y. Since y is arbitrary, we conclude that { x ˜ }=T( x ˜ ).

By using Theorem 2.4, we also have the following results.

Theorem 2.6 Let (X,d) be a complete semi-metric space and T:X 2 X be a set-valued mapping. Assume that there exist a partially ordered on X and a point x 0 X such that

v x 0 for some vT( x 0 ).
(2.8)

Assume that T is an isotone mapping (I2) on ( , x 0 ] and the conditions (H2), (H3) and the following are satisfied:

(H1)′ φ is a bounded above functional on ( , x 0 ] ;

(H4)′ ( , x ] is closed for each xX such that x x 0 ;

(H5)′ the set P ˆ :={x ( , x 0 ] :ux,uT(x)} contains every limit points of decreasing convergent sequence in P ˆ .

Then T has a fixed point x . Moreover, x is a minimal fixed point in [ , x 0 ) .

Proof Let 1 be the inverse partial order of and φ 1 :=φ. Clearly, x 0 1 v for some vT( x 0 ) and φ 1 is a bounded below functional on ( , x 0 ] . Set [ x , + ) 1 ={zX:x 1 z}. Then, by (H4)′, we find that [ x , + ) 1 is a closed set for each xX such that x 0 1 x. It is easy to check that (H3) is satisfied for 1 and T is an isotone mapping (I1) on [ x 0 , + ) 1 . Moreover, any decreasing sequence in P ˆ is an increasing sequence in P. Applying Theorem 2.4 with respect to 1, we have T has a maximal fixed point x [ x 0 , + ) 1 . This gives the result that T has a minimal fixed point in ( , x 0 ] . □

Remark 2.7 Similarly, as we have mentioned in Remark 2.5, if all assumptions of Theorem 2.6 are satisfied and T is linked to X by the stronger relationship (SI), and there exists a point x 0 X such that such that v x 0 for all vT( x 0 ), then one can show that there is a minimal end point x ˜ ( , x 0 ] of T.

Now we give an example to demonstrate Theorem 2.4.

Example 2.8 Let X={0}{ 1 n :n=1,2,3,} with a semi-metric d:X×X[0,+) defined by

{ d ( 0 , 1 ) = 1 = d ( 1 , 0 ) , d ( 1 , 1 ) = 0 , d ( 1 , 1 n ) = 1 3 = d ( 1 n , 1 ) for  n 2 , d ( x , y ) = | x y | for  x , y X { 1 } .

We know that (X,d) is a complete semi-metric space, see [18].

Let us consider a set-valued mapping T:X 2 X which is defined by

T(0)=T(1)={0,1}

and

T ( 1 n ) = { 1 m : m n N } ,n2,

where functions η:[0,+)[0,+) and φ:X(,+) are defined by

η(t)= { t 2 ; t  is a rational number , 1 4 ; otherwise

for all t[0,+), and φ(x)= 3 x 4 for all xX, respectively.

Consider a partial ordering relation on X which is defined by xy if and only if (i) yx, and (ii) x y N or xy=0, where ≤ is the usual order of real numbers. Related to this partial ordering , one can check that the mapping T is an isotone (I1) and [ x , + ) T(x), for each xX. Moreover, we note that η satisfies condition (H1) in Theorem 2.4 and φ is a bounded below functional on [ 1 , + ) . Further, we have

η ( d ( x , y ) ) = { 1 2 3 4 = φ ( x ) φ ( y ) ; x = 1 , y = 0 , 1 2 n 3 4 n = φ ( x ) φ ( y ) ; x = 1 n , n 2 , y = 0 , 1 6 4 n 3 4 n = φ ( x ) φ ( y ) ; x = 1 , y = 1 n , n 2 , m n 2 m n 3 ( m n ) 4 m n = φ ( x ) φ ( y ) ; x = 1 n , n 2 , y = 1 m , m n ,

which implies that (H3) is satisfied. Also, for each xX, we have

[ x , + ) ={zX:xz}= { { 0 } ; x = 0 , { 0 } { 1 m : m n N } ; x = 1 n , n 1 .

Note that {0}, {0}{ 1 m : m n N} (n1) are closed sets. Then for each xX, [ x , + ) is a closed set. This means (H4) is satisfied. Therefore, all assumptions of Theorem 2.4 are satisfied. In fact, we see that 0 is a maximal fixed point in [ 1 , + ) .

3 Further results

By using Theorems 2.4 and 2.6, in this section, we will provide some largest and least fixed-point theorems for a single-valued mapping on semi-metric space.

Theorem 3.1 Let (X,d) be a complete semi-metric space and T:XX be an isotone mapping. Assume that there exist a partial ordering on X and a point x 0 X such that x 0 T( x 0 ). If conditions (H1)-(H4) hold and the following condition is satisfied:

(H6) ( , x ] is a closed set for each xX such that x 0 x,

then

  1. (i)

    T has a maximal fixed point x [ x 0 , + ) ;

  2. (ii)

    T has a least fixed point x [ x 0 , + ) , that is, if x [ x 0 , + ) is a fixed point of T, then x x.

Proof (i) Set P={x [ x 0 , + ) :xT(x)}; in this case, it suffices to show that the condition (H5) in Theorem 2.4 can be removed. Indeed, let an increasing sequence ( x n ) n N in P be such that x n x ¯ , for some x ¯ X. Since ( x n ) n N P, we have x n T( x n ), for all nN. Furthermore, for each n 0 N, we have x n 0 x n , for each n n 0 . It follows from [ x n 0 , + ) is a closed set that x ¯ [ x n 0 , + ) . So, we have x n 0 x ¯ . Since n 0 is arbitrary, we obtain x n x ¯ , for each nN. This implies that x n T( x n )T( x ¯ ), for each nN. By taking n approaching infinity and the closedness of ( , T ( x ¯ ) ] , we have x ¯ T( x ¯ ) and hence x ¯ P. Therefore, the result can be obtained immediately from Theorem 2.4.

(ii) The proof is akin to Theorem 1 of [9]. For the sake of completeness, we present here its proof. Set F(T)={x [ x 0 , + ) :x=T(x)}. Clearly, by (i), we see that F(T). Set

S:= { I = [ x , + ) : x [ x 0 , + ) , x T ( x ) , F ( T ) I } .
(3.1)

Clearly, S since [ x 0 , + ) S. Define a relation on S by

I 1 s I 2 I 1 I 2 for all  I 1 , I 2 S.
(3.2)

It is easy to check that the relation s is a partial order on S.

Let ( I α ) α Γ be a decreasing chain in S, where I α = [ x α , + ) . Then we see that ( x α ) α Γ is an increasing chain of M, where M={x [ x 0 , + ) :xT(x),F(T) [ x , + ) }. Clearly MP. Following the proof of Theorem 2.4, we know that there exists an increasing sequence ( x n ) n N in M with lim n φ( x α n )= inf α Γ φ( x α ) and x ¯ P such that lim n x α n = x ¯ and x α n x ¯ , for all nN. Since ( x α n ) n N M, we have x α n x for each xF(T) and nN. By the fact that T is an isotone mapping, we have

x α n T( x α n )T(x)=x,xF(T),nN.

By letting n and the closedness of ( , x ] , we obtain

x ¯ x,xF(T).

It follows that x ¯ M. In analogy to the proof of Theorem 2.4, we can show that ( x α ) α Γ has an upper bound in M, denote it by x ˆ . Set I ˆ = [ x ˆ , + ) , then, by x ˆ M and (3.1), we have I ˆ S. Since x ˆ is an upper bound of ( x α ) α Γ in M, we have

I ˆ I α ,αΓ,

which together with (3.2) implies that

I ˆ s I α ,αΓ.

This means that I ˆ is a lower bound of ( I α ) α Γ in S. By Zorn’s lemma, (S, s ) has a minimal element, denote it by I = [ x , + ) . By (3.1) we have x 0 x T( x ) and

x x,xF(T).
(3.3)

By the fact that T is an isotone mapping, we have x 0 x T( x )T(T( x )) and T( x )T(x)=x for each xF(T). Set I ˜ = [ T ( x ) , + ) . Clearly, I ˜ S and I ˜ I by (3.1). Thus, we have I ˜ s I by (3.2). By the minimality of I in S, we can conclude that I ˜ = I . This implies that x =T( x ). Therefore x is a least fixed point of T in [ x 0 , + ) . □

By Theorem 3.1 and using a technique as in Theorem 2.6, we can obtain the following result.

Theorem 3.2 Let (X,d) be a complete semi-metric space and T:XX be an isotone mapping. Assume that there exist a partial ordering on X and a point x 0 X such that T( x 0 ) x 0 . If conditions (H1)-(H4) and (H6) are satisfied, then

  1. (i)

    T has a minimal fixed point x [ x 0 , + ) ;

  2. (ii)

    T has a largest fixed point x ( , x 0 ] , that is, if x ( , x 0 ] be a fixed point of T, then x x .

Remark 3.3 In Theorems 3.1 and 3.2, we replace the conditions that η is a nondecreasing function on [0,+) and η 1 ({0})={0}, which have proposed in Theorem 1.1, by the condition (H1).

The following example is inspired by Example 2 in [9].

Example 3.4 Let X, d, φ, be the same as appearing in Example 2.8. Let T:XX and η:[0,+)[0,+) be defined by

T(x)= { 0 ; x = 0 , 1 2 ; x = 1 2 , 1 n + 1 ; x = 1 n , n = 1 , 2 , 3 ,
(3.4)

and

η(t)= { t 2 ; t  is rational number , 1 3 t 2 ; otherwise ,
(3.5)

respectively. We know that T is an isotone mapping. Moreover, for each xX, ( x , ] and ( , x ] are closed sets, see also [9]. Further, with respect to the given function η and as showed in Example 2.8, we know that the condition (H3) is also satisfied. In fact, 0 is the largest fixed point and 1 2 is the least fixed point in [ 1 2 , + ) .

Remark 3.5 In Example 3.4, the considered function η is not a decreasing function and η 1 {0}={0, 1 3 }. Thus, Theorem 1.1 cannot be applied in this situation.

4 Conclusion

In this work, the set-valued Caristi-type mapping in the setting of generalized metric space, as a semimetric space, is considered. Evidently, the presented results improve essentially many results because we also removed some conditions, such as a nondecreasingness assumption from an auxiliary function, which have been imposed in the literature. In fact, we would like to point out that this paper gives some partial answers to an important problem which was raised by Kirk [3].

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Acknowledgements

The authors would like to thank the anonymous referees for their careful reading, suggestions, and appropriate questions, which permitted us to improve the first version of this paper. This research was partly supported by Naresuan University, Thailand (grant no. R2556C022).

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Correspondence to Narin Petrot.

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Nimana, N., Petrot, N. & Saksirikun, W. Fixed points of set-valued Caristi-type mappings on semi-metric spaces via partial order relations. Fixed Point Theory Appl 2014, 27 (2014). https://doi.org/10.1186/1687-1812-2014-27

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