Abstract
This paper develops an extension of the research work by Proinov to the product spaces (I is representing an indexing set). This paper also introduces a novel class of -contractions defined on a supremum metric . In supremum metric , several new fixed point theorems for -contractions have been established that generalize well-known ideas like the Banach, Geraghty, Boyd–Wong, and Wardowski principles. This paper also contributes a new iterated function system (IFS) built on the family of -contractions and demonstrates the existence and uniqueness of fractals (in other words, compact attractors) in a complete supremum metric . Theoretical work is illustrated with examples and graphs.
Keywords:
product space; (MSC:
47H10; 28A80; 28A78; 37C45
1. Introduction and Preliminaries
Fixed point theory (FPT) is a dynamic and fascinating area of mathematics, combining elements of geometry, topology, and analysis. Over the last few decades, fixed points have become a central tool for studying nonlinear systems. In 1922, the Polish mathematician Stefan Banach [1] proved a fundamental theorem on the existence and uniqueness of fixed points for contraction mappings in complete metric spaces (CMS), marking a milestone in metric fixed point theory.
Boyd and Wong [2] (1969) generalized Banach’s contraction principle by replacing the contraction constant with a function, improving earlier results by Browder [3] (1968) and Rakotch [4] (1962). The concept of -contractions [5] further extends classical mappings by incorporating two auxiliary functions, and , allowing more flexible conditions in metric spaces, especially in noncontinuous or partially ordered settings. Proinov formalized a class of generalized contractive mappings
where T is a self-mapping on , and and are monotone functions satisfying additional conditions, providing a broader framework for fixed point theorems.
Building on Proinov, Chanda et al. (2021) [6] introduced -Wardowski contraction pairs, which do not require continuity at fixed points—a significant departure from classical theorems. They proved a common fixed point theorem in complete metric spaces and demonstrated applications to fractional differential equations, functional equations in dynamic programming, and nonlinear quadratic integral equations, illustrating the framework’s versatility across physics, economics, and engineering.
Further developments include -type Suzuki contractions [7], contractive iterates [8], and -interpolative contractions [8], which unify various fixed point principles and establish sufficient and necessary conditions for existence and uniqueness. Wasey et al. (2025) [9] refined Proinov-type relational contractions using locally transitive relations and test functions , applying them to boundary value problems.
In the context of set-valued mappings, Markin was the first to use the Pompeiu–Hausdorff (PH) metric to study fixed points for set-valued mappings. In 1969, Nadler [10] established a multivalued version of Banach’s fixed point theorem. Since then, many mathematicians have defined various contractions and multivalued contraction-type mappings (see, e.g., [11,12,13,14]).
Inspired by multivalued contractions, Barnsley [15] and Hutchinson [16] introduced the concept of iterated function systems (IFSs) consisting of families of contractions (see also [17]). Subsequently, many authors [18,19,20,21,22,23,24,25,26] studied finite IFSs built from different contractions [27]. From the literature on fractal theory, the authors in [28] noted that finite IFSs composed of generalized contractive mappings can be effectively studied only when the mappings satisfy a commutativity assumption. Recently, Secelean [29,30] extended fractal theory to countable IFSs. Continuing this work, Hata [31] and Wicks [32] developed the concept of infinite IFSs (see also [33]).
Building on these contributions, Secelean [34] introduced IFSs based on families of F-contractions and studied the existence and uniqueness of fractals. Gwózdz-Lukawska and Jachymski [35] studied finite IFSs on metric spaces equipped with directed graphs. Pasupathi et al. [36] examined a novel IFS related to generalized -contractions. Dumitru [37] studied generalized IFSs built on Meir–Keeler-type mappings (see also Strobin and Swaczyna [38]).
The theoretical framework of fixed point theory and fractal construction is further strengthened by recent developments. Cui et al. (2025) [39] studied expansive measures in nonautonomous IFS, providing a modern measure-theoretic characterization of dynamical behavior, while Thangaraj et al. (2024) [40] constructed fractal attractors via Kannan contractions in controlled metric spaces. These works highlight that contraction principles should describe not only existence but also structural and geometric properties of attractors.
Motivated by these advances, this article extends the -contraction framework to product spaces with the supremum metric, proving new fixed point theorems that generalize Banach, Boyd–Wong, Geraghty, and Wardowski results. Iterated function systems composed of -contractions are defined, and the existence and uniqueness of fractals in complete metric spaces are established, along with convergence of iterative sequences. Examples, lemmas, and theorems are presented for -contractions in product spaces, and a method for fractal generation with geometric representation is developed.
2. Preliminary Results
This section summarizes the essential preliminaries, including the metric structure of product spaces and the -contractive conditions that underpin our main results.
Lemma 1
([5]). Assume that is a metric space and that is a non-Cauchy sequence in X. and . Then there is some and two sub-sequences and of the sequence so that
Lemma 2
([5]). For a function the conditions stated below are equivalent:
- (a)
- for any positive ε.
- (b)
- for any positive ε.
- (c)
- implies that .
Lemma 3
([5]). For a function with , the following inequality always hold
Lemma 4
([5]). The conditions stated below are equivalent for the function .
- (a)
- If , then .
- (b)
- A sequence which is bounded if , then .
- (c)
- , where ε is any positive.
Lemma 5
([5]). Let be two functions, then for a positive ε, the inequality given below holds true.
Moreover, for a bounded sequence , if both sequences and converge to the same point, then as .
The above Lemma can equivalently be stated as follows:
Lemma 6
([5]). Let and be two functions such that and such that for all
For a bounded sequence , .
Theorem 1
(Dini’s Theorem on Product Spaces). Let X be a topological space, and let denote the n-fold product space. Suppose is a sequence of real-valued functions satisfying the following conditions:
- (i)
- is compact.
- (ii)
- Each is continuous on .
- (iii)
- The sequence is monotone; (either monotonically decreasing or increasing)
- (iv)
- The sequence converges pointwise to a function .
- (v)
- The limit function f is continuous on .
Then the convergence of to f is uniform on .
3. Properties of Contractions on Product Space
This section gathers the essential concepts and notational conventions required for the study of -type contractions on product spaces. We begin by recalling the basic structure of the product space associated with a metric space and the properties of the induced product metric. Particular attention is paid to completeness, convergence of sequences, and the behavior of componentwise mappings, as these serve as the natural setting for our fixed point analysis.
We then summarize the framework of -contractions, emphasizing the role of the modifying functions and in generalizing classical contractive schemes. Their fundamental properties are reviewed to ensure that the subsequent sections can be read independently of external references. The interaction of these functions with the product metric is highlighted, as it forms the basis of the contractive conditions used later.
Consider a metric space which is complete and ,which has cardinality and can be either infinite or finite. We define
In the case when I is infinite, we take ; otherwise . If , then we set
The set is endowed with the metric defined below:
where , and , , for .
Theorem 2
(Completeness of finite product spaces with the supremum metric). Let be a complete metric space and let . We define the product space equipped with the supremum metric
Then is a complete metric space.
Proof.
Let be a Cauchy sequence with respect to , and write for each k.
As is Cauchy, for every there exists such that for all ,
In particular, for each ,
so is a Cauchy sequence in . By completeness of X, there exists
We define . For any , we choose such that for all . Let . Then for all ,
so in . Hence is complete. □
Corollary 1
(Coordinate-wise convergence in ). Let be a metric space and let be the product space with the supremum metric
A sequence converges to in the supremum metric if and only if each coordinate sequence in for all .
Proof.
Assume in . By definition, for every , there exists such that for all ,
Hence in for all .
Conversely, assume that in for each . Fix . Then for each i, there exists such that
Let
Then for all ,
Hence, in .
Combining both directions proves the equivalence between convergence in the supremum metric and coordinatewise convergence. □
We define the function by , where and such that each . If is an element of the set X that is a fixed point of (i.e., ), then the constant vector is mapped by f back to the value of its components:
As defined by Secelean (2015) [41], we say that is a fixed point for function f if , i.e., is a fixed point for .
Definition 1.
Let be a metric space. A mapping is referred to as a contraction on product space if there are two functions with , which holds for all such as
Observe that, here, and for , .
Remark 1.
The -contraction framework introduced in this paper generalizes the classical -contraction by extending it from the single space X to the product space , thereby allowing simultaneous control of multiple components within the iterative process.
Example 1.
Consider the metric space . We take , then is a metric space with the usual metric defined on it, which is . In particular, we take , so the product space in this case is . We define the mapping by
Consider the two functions , which are defined as
Clearly for all , .
Take arbitrary and in . For these values of x and y we evaluate
Using the triangle inequality,
Thus,
As , we have
Hence, is a -contraction on .
Remark 2. (1) Without any loss of generality, we are restricting I to be finite i.e., , , otherwise . The case in which I is finite .
(2) Additionally, at a point , the map is known as asymptotically regular if it satisfies the condition given below:
Moreover, the map is said to be asymptotically regular if it is asymptotically regular at each point of .
(3) An element is called a fixed point of the operator , if . That is, when the operator is applied to the constant tuple where every component is ϱ, the result is ϱ itself. For an instant, let , and let for some fixed . We define the operator
by
which computes the average of the input values.
Now, consider a constant tuple . Applying the operator yields
Therefore, is a fixed point of the operator , as applying to the constant tuple returns ϱ itself.
The following lemma states the conditions on and which guarantee that the map is asymptotically regular.
Lemma 7.
For a metric space , the contraction is asymptotically regular if the functions satisfy
- (i)
- for all ;
- (ii)
- for all , and any one of the following holds:
- (iii)
- is nondecreasing and for all ;
- (iv)
- If and converge to the same limit and decreases strictly, then .
Proof.
We define
and
If for some k, the sequence becomes constant after that step onward; assume for all .
From the -contraction,
hence,
so is strictly decreasing and nonincreasing.
Case 1. If is nondecreasing, then and . Taking limits gives
which contradicts (iii) when . Hence, .
Case 2. If is unbounded below, (ii) ensures ; if bounded below, both and converge to the same limit, and by (iv) again .
Thus, in all admissible cases, proving that is asymptotically regular. □
Lemma 8.
Let be a metric space. If is an asymptotically regular -contraction, and the functions satisfy one or more of the following conditions:
- (i)
- is nondecreasing with and for all , ;
- (ii)
- For all , ;
then is a Cauchy sequence for every .
Proof.
Assume, for contradiction, that for some , the sequence is not Cauchy.
Case 1. Suppose satisfy (i). By Lemma 1, there exist and subsequences such that
Using the -contraction property,
Setting gives
so decreases and converges to . Then
contradicting (i). Therefore, the sequence is Cauchy.
Case 2. Suppose satisfy (ii). Similarly, , and
which contradicts (ii). Hence, is a Cauchy sequence. □
Now we prove a Lemma stating the conditions on the functions and which guarantee that the limit of a convergent Picard sequence is the fixed point of .
Lemma 9.
Let be a complete metric space and a contraction satisfying
- (i)
- is nondecreasing and on , and either
- (ii)
- For arbitrary , , or
- (iii)
- .
Then there exists a unique such that . Moreover, for any choice of , the sequence
is Cauchy.
Proof.
We prove the case ; the argument extends similarly for .
Step-1 (Uniqueness)
Suppose are fixed points with , i.e., . By the contraction property,
a contradiction. Hence, .
Step-2 (Existence of sequence)
Let be arbitrary, and we define the iterative sequence:
with
If for some , then , giving a fixed point immediately. Otherwise, for all k, and we proceed to show that is Cauchy.
Suppose, for contradiction, that is not Cauchy. By Lemma 1, there exists and subsequences such that and .
By the contraction property:
which, in the limit , gives
violating condition (ii) or (iii). Hence, is Cauchy. The convergence is ensured by the completeness of X. Thus, .
Step-3 (Fixed Point)
Finally, taking limits in the iteration:
so is the unique fixed point. □
The Lemma given below is an extension of Lemma 9 to Dini’s Theorem makes it possible.
Lemma 10.
Let be a complete metric space and is a contraction which satisfies the conditions assumed in Lemma 9. Then there is a unique such that and for all (as ). Furthermore, η is the limiting value of the iterative process resulting a sequence associated with at any relatively compact .
Proof.
Let , define an iterative sequence associated with at x as follows:
As is a contraction satisfying assumptions in Lemma 9, it admits a unique fixed point such that
Moreover, we can obtain the inequality
By application of Dini’s Theorem and conditions assumed in Lemma 9, we deduce that
This shows that the iterative sequence associated with at x converges to . □
The following two theorems are main fixed point results of this research article.
Theorem 3.
Every contraction defined on a complete metric space admits a fixed point provided that it fulfill the requirements stated below:
- (i)
- is a nondecreasing function;
- (ii)
- for all ;
- (iii)
- for all .
Proof.
As the functions and satisfy the conditions (i), (ii), and (iii), then by Lemma 7 the mapping is asymptotically regular. Also, from the above given conditions and Lemma 8 the iterative sequence is Cauchy, as is complete so it will converge to some point . Again, from the above given conditions and Lemma 10 it is guaranteed that is the fixed point of . It is obvious from conditions (6) and (ii) that the fixed point is unique. □
Theorem 4.
Let the metric space be complete and be a mapping that meets the requirements of (6) and the functions fulfill the subsequent requirements:
- (a)
- for all ;
- (b)
- for all ;
- (c)
- if is strictly decreasing and both the sequences and are convergent which converges to the same point then for , ;
- 1.
- or for all ;
- 2.
- for all .
Then there is a fixed point for which is also unique and the sequence of iterations converges to η for any .
Proof.
Choose any point x at random from . The functions and satisfy the conditions (a)–(c), so by using Lemma 7 we observe that is asymptotically regular at the point x. The iterative sequence is clearly implied to be a Cauchy by condition (d) and Lemma 8, so it is convergent. As the metric space is complete, it converges to some . Lemma 10 and condition (e) both lead us to the conclusion that is a fixed point of . From condition (a) and (6), it is clear that is unique. □
Remark 3.
Particular cases of the above theorems.
- If we take , and , then both the Theorems 3 and 4 reduce to the principle of Banach contraction.
- If we take and , then both the Theorems 3 and 4 reduce to the fixed point theorem by Boyd–Wong.
If the functions and are lower and upper semicontinuous, respectively, then the following corollary is derived from Theorem 3 and Lemma 5.
Corollary 2.
For a complete metric space and , meets the requirements of (6). Also, the functions come together with the requirements stated below:
- (i)
- for all ;
- (ii)
- and are lower and upper semicontinuous, respectively;
- (iii)
- If both the sequences and converges to the same point and is strictly decreasing then the sequence is bounded;
- (iv)
- for all .
Then there is a unique fixed point of and for all the iterative sequence converges to η.
Note
The fixed point theorem by Petrusel and Amini-Harandi is extended to the product space by the subsequent theorem.
Theorem 5.
Let and be two functions from to such that is continuous. Also, for all positive values of t and . Let be a map on a metric space which conforms to and obeys the following condition:
Furthermore, if and satisfy at least one of the conditions given below:
- (i)
- is continuous and if the sequence is nonincreasing then is bounded.
- (ii)
- is increasing, and are continuous and right continuous, respectively.
- (iii)
- is increasing, at 0 is continuous, , and .
Then there is a unique fixed point of and for all , , the sequence of iterations, converges to η.
Remark 4.
By taking in Theorem 5, we have the fixed point result which was established in 2013 by Petrusel and Amini-Harandi [2]. By using Theorem 3 and Corollary 2, we have an improvement (Corollary 3) of Theorem 5 which suggests that certain assumptions can be reduced and some of them can be eliminated.
Corollary 3.
Let be a map on the complete metric space and , be two functions from to satisfying the condition (6) with for all and . If one or more of the following conditions is satisfied:
- (i)
- and are lower and upper semicontinuous, respectively, is strictly decreasing and both the sequences and are convergent having the same limit point then is bounded.
- (ii)
- and is nondecreasing.
Then there is a unique fixed point of and for all , , the sequence of iterations, converges to η.
Note
The following theorem generalizes Moradi’s fixed point theorem to the product space .
Theorem 6.
Let be a map on a complete metric space and be two functions from to such that for arbitrary
If the requirements as given below are fulfilled:
- (i)
- is nondecreasing and for all positive t, and .
- (ii)
- For all positive t, and , where F is upper semicontinuous.
Then there is a unique fixed point for the mapping .
Remark 5.
By taking in Theorem 6, we obtain Moradi’s [42] fixed point theorem (2014). In Theorem 3, by replacing with , we have the following result demonstrating the possibility of eliminating some of the presumptions in Moradi’s theorem.
Corollary 4.
Let be a map on a complete metric space and for arbitrary , it satisfies the condition stated below.
Further, if the functions and are equipped with the following assumptions:
- (i)
- is nondecreasing where I is an open interval in
- (ii)
- is so that for every , and is upper semicontinuous.
Then there is a unique fixed point η for the self-mapping and for all , the sequence is convergent and converges to η.
It is interesting to note that by setting in Theorem 3, the result stated below can be derived from here.
Corollary 5.
Let be a map on a complete metric space and for arbitrary it satisfies the condition as given below.
where the functions and σ are such that:
- (i)
- and is nondecreasing.
- (ii)
- and for all , .
Then there is a unique fixed point η for the self-mapping . Also, for any the sequence is convergent and converges to η.
Remark 6.
In the above corollary if we take and , the result then reduces to Geraghty’s well-known fixed point theorem [43].
In the above result we take (a constant) then we have the following result.
Corollary 6.
Let be a map on a complete metric space . Let it satisfy the condition given below:
which holds true for all . Suppose that
- (i)
- and is nondecreasing.
- (ii)
- .
Then there is a unique fixed point η for the self-mapping and for all the sequence is convergent and converges to η.
The following theorem generalizes Jleli’s fixed point theorem to the product space . By taking , we shall gain a generalization of the Banach contraction principle that was proven by Samet and Jleli [44] in 2014.
Theorem 7.
Let be a map on a complete metric space . For arbitrary it satisfies the condition given below.
where and the function is such that:
- (i)
- and is nondecreasing;
- (ii)
- if then ;
- (iii)
- , where and .
Then there is a unique fixed point η for the self-mapping and ∀ the sequence is convergent and converges to η.
Remark 7.
In 2017, it was proved by Amed, Al-Mazrooi, Cho, and Yang [45] that the continuity of can be used to replace condition (iii) in Theorem (7). Also, in 2016, Jiang and Li [46] proved that the Theorem 7 holds true under the condition (i) and the continuity of .
We can reach the following result by placing in Corollary (4).
Corollary 7.
Let be a map on a complete metric space . Also, for arbitrary it satisfies the condition given below.
where and is continuous and nondecreasing. Then there is a unique fixed point η for the self-mapping . Also, the sequence is convergent for all values of and converges to η.
Remark 8.
The above corollary improves the Theorem 7. This indicates that the theorem’s conditions (i) and (ii) can both be eliminated. Also, setting m = 1 enhances the previously cited results of Ahmed, Al-Mazrooei, Yang, and Cho [45], and Li and Jiang [46].
The Wardowski fixed point theorem is generalized in the following result.
Theorem 8.
Let be a map on a complete metric space and for arbitrary it satisfies the condition given below.
where μ is a positive number and the function is such that:
- (i)
- It is strictly increasing;
- (ii)
- iff , for any sequence in ;
- 1.
- for some .
Then there is a fixed point η which is also unique for the self-mapping . Also, the sequence is convergent for all values of and converges to η.
Remark 9.
Wardowski [47] extended the Banach contraction principle in 2012. By taking in the above theorem we have the Wardowski’s fixed point theorem. Secelean [48] and Piri and Kumam [49] proved that the condition (iii) can be replaced by the continuity of . In 2018, Kajanto and Lukacs [50] proved that Theorem 8 remains valid even if we drop condition (ii) of Theorem 8.
The following improvement of Theorem 3 is obtained by putting .
Corollary 8.
Let be a map on a complete metric space . Also, for arbitrary it satisfies the condition given below.
where μ is positive and the function is nondecreasing. Then there is a unique fixed point η for and for all the sequence converges to η.
Remark 10.
The aforementioned corollary indicates that in Theorem 8 both of the conditions (ii) and (iii) can be discarded. Also, if we take in the above corollary then we have the improved results of Piri and Kumam [49], Luckacs and Kajanto [50], and Seclean [48].
Example 2.
Let and . Let the function be defined as . This can easily be verified that the metric space is a complete. Also, we define as where and . Note also that is a complete metric space. Now we define a map such that
Dsfine and as such that and .
Now
and
when and then
and in all other cases equality holds.
4. Application to Fractals
Pseudo and Hausdorff–Pompeiu Metric
Here and onward, and represent the collections of all nonempty subsets of X and all of its nonempty compact subsets, respectively. A mapping
defined by
where , is known as pseudo-metric. The pseudo-metric is known as a Hausdorff metric when we replace by . It is to be noted that whenever is complete the Hausdorff metric space is also complete.
Lemma 11
([29]). Here, the closure of M is symbolized by for any subset .
- (i)
- If , then for all .
- (ii)
- For arbitrary collections and of subsets of set X
Lemma 12
([29]). For a sequence of sets in , the assertions given below stand true.
- (i)
- If for all , and is relatively compact, then
- (ii)
- If for all , then .
Here, is used to represent the collection of all the sets , where and for all , . Note also that the mapping defined by is a metric for all , where .
Lemma 13.
Let be a metric space, be the family of all nonempty compact subsets of X, and be the Hausdorff metric on . Let I be an index set, and be a contraction. If either of the two requirements given below is true:
- (C1)
- For every , the set is compact.
- (C2)
- For arbitrary , is relatively compact and is continuous.
Then the set-valued function is also a contraction from to with respect to the Hausdorff metric . That is, for all ,
Proof.
Let , where and be arbitrary. We assume .
As is a contraction, for any with and such that :
Case 1. Assumption (C1) holds.
Under assumption (C1), and are compact, so and . We assume without loss of generality that
As is compact, there exists (where for some ) such that the supremum is attained:
Let be an arbitrary vector of input points. By using and the properties of the infimum, we have
For any , there is some such that . Applying the nondecreasing nature of :
Case 2. Assumption (C2) holds.
The set is compact. We assume . There exists such that:
As , there is a sequence in such that . Let for .
As is continuous (by ), we can commute the limit and . Let :
Bounding the point distance by the set distance , which is independent of n, and using the nondecreasing property of :
This completes the proof. □
5. IFS Built on Family of Contractions with Domain
This section will look into whether the Hutchinson–Barnsley operator has a fractal subject to generalized iterated function system. A supportive example and a geometrical representation of fractal attractor is given.
Definition 2.
A generalized iterated function system is composed of a finite family of contractions for , and the sequence of contractions for is called generalized countable iterated function system.
If is a generalized countable iterated function system, we define
and
for all . Note that
Here, both and S are Hutchinson–Barnsley operators which are associated with the generalized iterated function system and generalized countable iterated function system , respectively. Thanks to topology, we have the following information:
and
If is compact for all (in particular for ), then
For each mapping we denote by where
If there is some such that and, respectively, for the Hutchinson operators and S, then A is called an fractal attractor of the generalized iterated function system and the generalized countable iterated function system , respectively.
Now we assume that for all , . Thus, for a given , where where , a sequence of sets may be defined as
The sequence , where , is known as the iterative sequence of sets corresponding to at B.
Theorem 9.
Let for all be a family of contractions satisfying condition and assumptions (i)–(iii) of Theorem 3. Then the following are true.
- (a)
- is also a contraction.
- (b)
- -IFS admits a unique fractal A.
- (c)
- The fractal A can be successively approximated by for all .
Proof.
Given that for all is a contraction. Thus,
which holds for all where , for and .
Now consider any such that
By using Lemma 11, we have
for some . By using Lemma 13, we have
This shows that is a contraction. Next for , where where , a sequence of sets may be defined as
Then according to Lemma 10 and Theorem 3, assertions (b) and (c) hold. □
Lemma 14.
Let f be a mapping which is continuous and increasing from to and be a bounded sequence in , then
Proof.
Consider a bounded sequence in and suppose that
Obviously, the sequence is an increasing sequence and is bounded. Also, ; therefore,
the converse inequality is obvious. Thus, we have . □
Theorem 10.
Let for all be a collection of contractions satisfying condition and assumptions (i)–(iii) of Theorem 3. Then the following are true, provided the set is relatively compact for all .
- (a)
- S is also a contraction.
- (b)
- Countable -IFS admits a unique fractal A.
- (c)
- The fractal A can be successively approximated by for all .
Proof.
As is compact and is relatively compact being the subset of for all and . Thus, condition of Lemma 13 is satisfied by each . Let us take , where such that . This implies that .
Therefore, from Lemma 11 we have
By setting and by (13), it is evident that J is nonempty and
Now by using (13), Lemmas 13 and 14, we have
This shows that S is a contraction. Next, for , where where , a sequence of sets may be defined as
Then according to Lemma 10 and Theorem 3, assertions (b) and (c) hold. □
Example 3.
Let denote the metric space , where for all . It is well known that is a complete metric space. We fix an integer and consider the product space equipped with the maximum (supremum) metric given by
We define two mappings by
Let the functions , , and be defined on by
and define
We verify below that all hypotheses of Theorem 10 are satisfied for this family of mappings.
We check all these stepwise:
Let and define
(a) For , we compute
Applying gives
As , we have
(b) For , we have
and, therefore,
Hence,
Thus, each generator satisfies the desired contractive-type inequality
Let and be elements of , where each is a nonempty compact subset of . We define
where h denotes the Hausdorff distance in induced by d.
By the definition of h, for each i there exist points in and that are at most s apart. Define
Then for each there exists such that .
For any , let with and choose satisfying . Then
where and . Hence,
Applying gives
Therefore,
Thus, for each generator ,
We define the induced operator on by
It is known that for any compact sets in ,
Hence,
By monotonicity of and the inequalities above,
Therefore,
showing that is an -contraction on .
For each compact set , the product is compact in . As and are continuous, and are compact subsets of . Their union is compact, hence is relatively compact for all . This verifies the compactness requirement of Theorem 10.
Let . Then . We compute the following:
Hence,
Thus, is invariant under , i.e., .
By Theorem 10, the countable -IFS admits a unique fractal attractor. Moreover, for any , the successive iterations converge in the Hausdorff metric to this unique attractor. Hence, the unique fractal of this IFS is .
Interpret the Simulation and Expected Behavior
The three provided figures collectively function as crucial visual evidence that both validates the theoretical framework and corrects the geometric identification of the unique fractal attractor.
Figure 1 establishes the system’s fundamental stability and contractivity, showing that the individual application of drives the orbit to the fixed point 0, while drives it to 1.
Figure 1.
Plots of the scalar outputs over iterations.
Figure 2 displays the alternating-mode dynamics, proving the attractor is a disjoint set rather than a continuous interval. The histogram’s two concentrated probability spikes, separated by a wide region of zero mass, empirically refute the uniform distribution expected from .
Figure 2.
Histogram of the last part of the orbit (approximate attractor distribution).
Figure 3 most conclusively depicts the iterative application of the set operator and its hallmark feature, the self-similar fragmentation of the initial set. The panel-by-panel sequence visually confirms the rapid -convergence: the initial set A is immediately split into two disjoint components in , which are then recursively partitioned into four, eight, and sixteen smaller segments in subsequent iterations ( to ). This sequence demonstrates the rapid shrinking and separation of points, confirming the system’s convergence to a Cantor-like fractal structure and thereby correcting the initial analysis that identified the attractor as the solid interval .
Figure 3.
Fractal geometrical presentation.
6. Conclusions and Future Perspectives
This study extends the framework of -contractions to product spaces and establishes new fixed point theorems under broader and more flexible assumptions. The proposed formulation generalizes classical results such as those of Banach, Boyd—Wong, Geraghty, and Wardowski, unifying them within a single analytical structure suited for nonlinear and coupled operator systems.
Using the Hausdorff—Pompeiu metric and the Hutchinson—Barnsley operator, a connection was developed between fixed point theory and fractal geometry through generalized iterated function systems (IFSs) formed by families of -contractions. The established results ensure the existence and uniqueness of fractal attractors and provide constructive iterative schemes for their approximation, linking theoretical rigor with computational practicality.
The framework has diverse applications: in dynamical systems, it offers tools for analyzing stability and convergence; in computer graphics and image processing, it supports the controlled generation of self-similar fractal structures; and in applied modeling, it aids the study of nonlinear equilibria and recursive processes in physics, biology, and economics. Future extensions may include multivalued and random IFSs, fuzzy or probabilistic metric formulations, and hybrid contraction models based on measures of noncompactness or integral inequalities. Overall, this work establishes a unified and adaptable foundation that bridges fixed point theory, fractal geometry, and nonlinear analysis, offering both theoretical advancement and practical applicability.
7. Open Problems
- The existence of fractal in Theorem 10 relies on compactness assumptions (C1) or relative compactness (C2). An open problem is to determine whether these results can be extended to settings where compactness is replaced by weaker topological conditions (e.g., closed and bounded sets in noncompact spaces).
- The fractal obtained through generalized -IFSs present opportunities for studying their Hausdorff dimension, measure-theoretic properties, and multifractal analysis, which remain open for further exploration.
Author Contributions
Conceptualization, M.N. and M.D.M.; methodology, M.N.; software, M.D.M.; validation, H.G. and M.N.; formal analysis, M.D.M.; investigation, M.D.M.; resources, H.G.; writing—original draft preparation, M.D.M.; writing—review and editing, H.G. and M.N.; supervision, M.N.; project administration, M.N. and H.G.; funding acquisition, H.G. All authors have read and agreed to the published version of the manuscript.
Funding
This research received no external funding.
Data Availability Statement
The authors state that no external datasets were utilized in this work. All diagrams were prepared using data derived from the examples presented in the study.
Conflicts of Interest
The writers affirm that they have no conflicting interests that could appear to influence the present work.
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