Abstract
Fractional Differential inclusions, the multivalued version of fractional differential equations, yellow play a vital role in various fields of applied sciences. In the present article, a class of q-rung orthopair fuzzy (q-ROF) set valued mappings along with q-ROF upper/lower semi-continuity have been introduced. Based on these ideas, existence theorems for a numerical solution of a distinct class of fractional differential inclusions have been achieved with the help of Schaefer type and Banach contraction fixed point theorems. A physical example is also provided to validate the hypothesis of the main results. The notion of q-rung orthopair fuzzy mappings along with the use of fixed point techniques and a new-fangled Caputo type fractional derivative are the principal novelty of this article.
1. Introduction
From the last five decades, a lot of development has been observed in the field of fuzzy set theory and its connected branches. Many scientists have initiated various ideas and applications of fuzzy sets towards decision-making, game theory, control systems engineering, robotics, image processing and optimization theory, etc. Fuzzy set has been generalized in different directions such as L-fuzzy set [1], by defining membership on lattice and intuitionistic fuzzy set [2], by considering membership and nonmembership grades, Pythagorean fuzzy set [3], having membership grades in the form of orthopairs and q-rung orthopair fuzzy set [4], have q-rung orthopair membership grades. The main idea behind all this development is to allow more space to the membership grades. In all the above mentioned papers, the authors highlighted some important characteristics of the fuzzy family. The notion of fuzzy mappings was initiated by Weiss [5] and Butnariu [6]. Consequently, Heilpern [7] proved a fixed point result for fuzzy contractive mappings to generalize Nadler’s result [8]. Afterwards, many mathematicians extended the idea of fuzzy mappings in various directions (for example, see [9,10,11,12,13]). Fractional calculus plays an important role in the modelling of physical problems in a more efficient way. Many fractional derivatives were defined such as Riemman–Liouville, Hadamard, Caputo and Grunwald–Letnikov [14,15,16]. The nature of the problem decides which fractional derivative is useful. In [17], authors define a new type of fractional derivative called a Caputo–Fabrizio derivative with a non-singular kernel, it was applied in many real world problems [18,19,20,21]. The Caputo–Fabrizio derivative was unable to satisfy some required properties; for example, it cannot produce the original function if the order approaches to 1. To overcome these issues, an other derivative with a nonsingular kernel using the Mittag–Leffler function was introduced [22,23]. Many investigations and applications have been made using this derivative [24,25,26,27]. Differential inclusions are of great importance in the modelling of optimization problems and game theory. An interesting way to generalize the modelling with differential inclusions is with fuzzy differential inclusions. In 2000, Zhou et al. presented a way to generalize the differential inclusions via fuzzy mappings. An extension of this idea was made by Min et al. in [28] and proved a result for the existence of a solution of system of fuzzy differential inclusions using a continuous selection theorem. This idea was extended for fuzzy partial differential inclusions in [29], and the system of fuzzy partial differential inclusions in [30]. In this article, we introduce the notions of q-rung orthopair fuzzy (q-ROF for short) convex, concave functions, q-ROF upper/lower semicontinuous mappings and q-ROF numbers. Using these notions, we have presented existence results for fractional differential inclusions of ABC type via q-rung orthopair fuzzy mappings. We consider two problems related to open and closed q-rung orthopair fuzzy cuts of q-rung orthopair fuzzy mappings. We use well known selection theorems to prove these existence results. Finally, the existence results for obtained fractional differential equations of ABC types are proved using Schaefer type and the Banach contraction principle.
2. Preliminaries
The following are defined in [2].
Definition 1.
Consider X a non-empty set. A pair where are functions satisfying is known as an intuitionistic fuzzy set (IF-set for short). The functions are its membership and non-membership functions.
Remark 1.
Every fuzzy set having membership function μ can be considered an IF-set . The support of an IF-set A is the crisp set:
In 2016, Yager introduced the notion of q-rung orthopair fuzzy sets to generalize the basic idea of fuzzy sets. In the following, we include some basic definitions from [4].
Definition 2.
A q-ROF subset A of X, for short a q-ROF set, is an orthopair, satisfying:
- ,
- and
where indicates the membership and nonmembership of elements in A, respectively.
The negation of a set is given by .
Remark 2.
It is clear that IF sets are sets with and Pythagorean fuzzy sets are sets with .
Theorem 1.
If A is set on X and if , then A is also set on X.
Definition 3.
For a set , the strength of commitment at rung q is defined as
which is actually a Minkowski metric.
The hesitancy of a q- set membership grade is defined as
Furthermore, if , then and correspondingly .
- Let denote the family of all q- sets defined on set Yager et al. in 2016 defined some basic set operations on q- sets.
- For with membership grades and , then and
- Let and the intersection of q- sets is defined as where and note that, since , it ensures that .
- Let intersection of q- sets is defined as where and note that, since , it ensures that .
- For if for each , that is, and
- For a set , the complement is defined as
Banach [31] in 1922 presented the famous Banach contraction principle.
Theorem 2.
Let be a complete metric space and a contraction mapping such that:
for all
Schaefer Theorem [32] is as follows.
Theorem 3.
Let be a norm space. H be a continuous mapping of X into X, which is compact on each bounded subset D of X. Then, either
- has a solution in x, or
- the set of all such solutions is unbounded.
The following is defined in [33].
Definition 4.
Associate with each real number s a positive measure on by setting,
if (where is the space of Lebesgue integrable functions), that is, if , then f is a tempered distribution. Hence, f is the Fourier Transform of a tempered distribution u. The vector space of all u so obtained will be denoted by , equipped with the norm,
These spaces are called Sobolev spaces.
It is known that the Mittag–Leffler function is the solution of the following fractional differential equation:
Now, we recall recently a used fractional derivative and integral as given in [22,23].
Definition 5.
Considering and then Atangana–Baleanu–Caputo fractional derivative (ABC fractional derivative) of order t is given by
where denotes a normalization function satisfying The associated integral is defined by
The following concepts are defined in [34].
Definition 6.
Let and then, respectively, the q-rung closed and open α-level cuts, for of A are defined by
and
Definition 7.
Let and then, respectively, the q-rung closed and open -cuts of A are defined by
and
Definition 8.
Consider X be a non-empty set, Y be metric space. A mapping is called q-ROF mapping.
Definition 9.
A point is called q-ROF fixed point of a q-ROF mapping if there exists such that .
3. Existence Results
Definition 10.
Let represent the set of all q- sets defined on set such that, for the following properties are satisfied:
- If there exist such that and then A is normal;
- A is q-ROF convex, that is, is q-rung fuzzy convex, and is q-rung fuzzy concave, that is, for and
- A is upper semicontinuous that is for any is a closed subset of ;
- the closure of is compact.
In fact denotes the set of all q- numbers. For , define
the Hausdorff distance, clearly are compact subsets of Again, for we define
Definition 11.
Let and be any two metric spaces. A multivalued map is upper semicontinuous at if and only if, for any neighborhood M of , there exists a neighborhood N of such that, for each in N, is called upper semicontinuous on X if it is upper semicontinuous at any point
Remark 3.
A q-ROF valued map can generate a vector valued function where, for any
Throughout this paper, an open subset in is denoted by with
Lemma 1.
Consider Γ a paracompact Hausdorff topological space, E a topological vector space, a multifunction having nonempty convex values. If S possesses open lower sections, that is, for any is open in Γ, then a function exists, which is continuous and for any
Definition 12.
Let be a q-ROF map. The mapping S is called lower open if is lower semicontinuous at
The following lemma is from [28].
Lemma 2.
Let be an open set, and an upper semicontinuous mutivalued operator. Then, there exists an interval (for ) and such that
- on
where represents the set of all compact and convex subsets of
Lemma 3.
Consider X a Banach space and L a measurable space. Assume that is any two multivalued measurable compact operators. For any measurable selection , a measurable selection exists such that
for all
Theorem 4 assures the existence of solution of the following fractional differential inclusion. Let represent a Banach space having norm , and represents an open subset of Suppose be a q-ROF map and are upper and lower semicontinuous functions. Assume the q-rung fuzzy differential inclusions:
for a q-ROF map , find such that
in other words,
Theorem 4.
Let be a q-ROF map, which is also a bounded and lower open fuzzy surjection. Suppose is q-rung fuzzy convex, is q-rung fuzzy concave, and are upper and lower semicontinuous functions, respectively, satisfying is nonempty for every in Then, there exists continuous selection with
and for all in
Proof.
Define a set-valued function as
where
for each Obviously is nonempty, for each Suppose for and
Then, the q-rung convexity of and the q-rung concavity of ensure Thus, is a convex set on Next, it is shown that has open lower sections. Consider for any
In order to do so, it will be enough to prove that the complement of that is the set is closed. For this, suppose a sequence in such that Since S is lower open, is upper semicontinuous and is lower semicontinuous, we have
which implies
and
Hence, . Thus, contains open lower sections. Now, with the help of a Proposition, a continuous selection exists so that for each Since S is surjection and is bounded, therefore for each □
Theorem 5 assures the existence of solution of the following fractional differential inclusion.
Consider the q-rung fuzzy differential inclusions:
- for a q-ROF map evaluating such that
- in other words,
Theorem 5.
Let be a uniformly continuous and q-rung fuzzy integrably bounded mapping and are uniformly continuous. If, for every and in :
and
are satisfied, where . Then, a solution of the above fractional differential inclusion exists.
Proof.
Define a set-valued function as
where
for each Now, we show that the mapping is upper semicontinuous. For this, consider the neighborhood of for as follows:
For and we have
Since S and are uniformly continuous, utilizing the above inequality, a small enough neighborhood ℵ of in can be found, satisfying for all and
thus
which shows is upper semicontinuous. Thus, utilizing lemma 3, a real constant exists such that
Let
with a metric defined by;
Then, become a complete generalized metric space [28].
- Now, define a multivalued mapping byprovided that at , where is the multivalued integral by Aumann [35].
- Now, we show that is nonempty for all Since the multivalued operator is upper semicontinuous with compact values, therefore according to Kuratowski–Ryll–Nardzewski selection, Theorem [36], contains a measurable selection for all and, by a given condition , is also Lebesgue integrable. Letthen implying
- Next, it is claimed that is closed for each Assume that is a sequence in which is convergent to Since we know thatand the set is closed [37], it follows that
- Now, we prove that T is a multivalued contraction. For this purpose, choose which implies the existence of such that
- Then, by Lemma 4, a measurable selection exists such thatLet thenConsiderconsequently, we have
- Hence, Nadler’s theorem implies the existence of a fixed point which is the solution of the given Problem 2. □
The following example shows the solution of fuzzy fractional differential inclusion obtained by using Theorem 4.
Example 1.
Consider the following fuzzy fractional differential inclusion:
Suppose that is a q-rung orthopair fuzzy map and are upper and lower semicontinuous functions such that
is non-empty for every and χ is the characteristic function, defined as
Now, Theorem 4 assures the existence of a continuous selection for each such that
and
Hence,
4. Conclusions
The notions of q-rung orthopair fuzzy convex, concave functions, q-rung orthopair fuzzy mappings, q-rung orthopair fuzzy upper/lower semicontinuous mappings and q-rung orthopair fuzzy numbers are introduced. On the basis of these notions and by using Schaefer type and Banach contraction principle, the existence results for special type of fractional differential inclusions have been proved. An example in support of main results is also presented. The idea can be extended further in various directions for obtaining fuzzy fixed points, fuzzy common fixed point and coincidence point results in various metric spaces under diverse contractive conditions.
Author Contributions
Methodology, A.A.; Formal analysis, M.R.; Investigation, L.S. and F.A. All authors have read and agreed to the published version of the manuscript.
Funding
The authors extend their appreciation to the Deanship of Scientific Research at Imam Mohammad Ibn Saud Islamic University (IMSIU) for funding and supporting this work through Research Partnership Program No. RP-21-09-04.
Data Availability Statement
Not applicable.
Conflicts of Interest
The authors declare no conflict of interest.
References
- Goguen, J.A. L-fuzzy sets. J. Math. Anal. Appl. 1967, 18, 145–174. [Google Scholar] [CrossRef] [Scilit]
- Atanassov, K. Intuitionistic fuzzy sets. Fuzzy Sets Syst. 1986, 20, 87–96. [Google Scholar] [CrossRef] [Scilit]
- Yager, R.R.; Abbasov, A.M. Pythagorean membership grades, complex numbers, and decision-making. Int. J. Intell. Syst. 2013, 28, 436–452. [Google Scholar] [CrossRef] [Scilit]
- Yager, R.R. Generalized orthopair fuzzy sets. IEEE Trans. Fuzzy Syst. 2016, 25, 1222–1230. [Google Scholar] [CrossRef] [Scilit]
- Weiss, M.D. Fixed points, separation, and induced topologies for fuzzy sets. J. Math. Anal. Appl. 1975, 50, 142–150. [Google Scholar] [CrossRef] [Scilit]
- Butnariu, D. Fixed points for fuzzy mappings. Fuzzy Sets Syst. 1982, 7, 191–207. [Google Scholar] [CrossRef] [Scilit]
- Heilpern, S. Fuzzy mappings and fixed point theorem. J. Math. Anal. Appl. 1981, 83, 566–569. [Google Scholar] [CrossRef] [Scilit]
- Nadler, S.B., Jr. Multi-valued contraction mappings. Pac. J. Math. 1969, 30, 475–488. [Google Scholar] [CrossRef] [Scilit]
- Azam, A.; Waseem, M.; Rashid, M. Fixed point theorems for fuzzy contractive mappings in quasi-pseudo-metric spaces. Fixed Point Theory Algorithms Sci. Eng. 2013, 2013, 27. [Google Scholar] [CrossRef] [Scilit]
- Rashid, M.; Azam, A.; Mehmood, N. Fuzzy fixed points theorems for-fuzzy mappings via-admissible pair. Sci. World J. 2014, 2014. [Google Scholar] [CrossRef] [Scilit]
- Rashid, M.; Shahzad, A.; Azam, A. Fixed point theorems for L-fuzzy mappings in quasi-pseudo metric spaces. J. Intell. Fuzzy Syst. 2017, 32, 499–507. [Google Scholar] [CrossRef] [Scilit]
- Gregori, V.; Pastor, J. A Fixed Point Theorem for Fuzzy Contraction Mappings. 1999. Available online: https://www.openstarts.units.it/handle/10077/4342?mode=full (accessed on 16 November 2022).
- Abu-Donia, H.M. Common fixed point theorems for fuzzy mappings in metric space under ϕ-contraction condition. Chaos Solitons Fractals 2007, 34, 538–543. [Google Scholar] [CrossRef] [Scilit]
- Caputo, M. Distributed order differential equations modelling dielectric induction and diffusion. Fract. Calc. Appl. Anal. 2001, 4, 421–442. [Google Scholar]
- Oldham, K.; Spanier, J. The Fractional Calculus Theory and Applications of Differentiation and Integration to Arbitrary Order; Elsevier: Amsterdam, The Netherlands, 1974. [Google Scholar]
- Podlubny, I. Fractional Differential Equations: An Introduction to Fractional Derivatives, Fractional Differential Equations, to Methods of Their Solution and Some of Their Applications; Elsevier: Amsterdam, The Netherlands, 1998; Volume 198. [Google Scholar]
- Caputo, M.; Fabrizio, M. A new definition of fractional derivative without singular kernel. Prog. Fract. Differ. Appl. 2015, 1, 73–85. [Google Scholar]
- Caputo, M.; Fabrizio, M. Applications of New Time and Spatial Fractional Derivatives with Exponential Kernels. Prog. Fract. Differ. Appl. 2016, 2, 1–11. [Google Scholar] [CrossRef] [Scilit]
- Hristov, J. Transient heat diffusion with a non-singular fading memory: From the Cattaneo constitutive equation with Jeffrey’s Kernel to the Caputo–Fabrizio time-fractional derivative. Therm. Sci. 2016, 20, 757–762. [Google Scholar] [CrossRef] [Scilit]
- Atangana, A.; Baleanu, D. Caputo–Fabrizio Derivative Applied to Groundwater Flow within Confined Aquifer. J. Eng. Mech. 2017, 143, D4016005. [Google Scholar] [CrossRef] [Scilit]
- Hristov, J. Steady-state heat conduction in a medium with spatial non-singular fading memory: Derivation of Caputo–Fabrizio space-fractional derivative from Cattaneo concept with Jeffrey’s Kernel and analytical solutions. Therm. Sci. 2017, 21, 827–839. [Google Scholar] [CrossRef] [Scilit]
- Baleanu, D.; Fernandez, A. On some new properties of fractional derivatives with Mittag-Leffler kernel. Commun. Nonlinear Sci. Numer. Simul. 2018, 59, 444–462. [Google Scholar] [CrossRef] [Scilit]
- Fernandez, A.; Özarslan, M.A.; Baleanu, D. On fractional calculus with general analytic kernels. Appl. Math. Comput. 2019, 354, 248–265. [Google Scholar] [CrossRef] [Scilit]
- Alkahtani, B.S.T. Chua’s circuit model with Atangana Baleanu derivative with fractional order. Chaos Solitons Fractals 2016, 89, 547–551. [Google Scholar] [CrossRef] [Scilit]
- Algahtani, O.J.J. Comparing the Atangana–Baleanu and Caputo–Fabrizio derivative with fractional order: Allen Cahn model. Chaos Solitons Fractals 2016, 89, 552–559. [Google Scholar] [CrossRef] [Scilit]
- Kumar, D.; Singh, J.; Baleanu, D. Sushila Analysis of regularized long-wave equation associated with a new fractional operator with Mittag-Leffler type kernel. Phys. A Stat. Mech. Appl. 2018, 492, 155–167. [Google Scholar] [CrossRef] [Scilit]
- Coronel-Escamilla, A.; Gómez-Aguilar, J.F.; Torres, L.; Escobar-Jiménez, R.F. A numerical solution for a variable-order reaction–diffusion model by using fractional derivatives with non-local and non-singular kernel. Phys. Stat. Mech. Its Appl. 2018, 491, 406–424. [Google Scholar] [CrossRef] [Scilit]
- Min, C.; Liu, Z.-B.; Zhang, L.-H.; Huang, N.-J. On a system of fuzzy differential inclusions. Filomat 2015, 29, 1231–1244. [Google Scholar] [CrossRef] [Scilit]
- Mehmood, N.; Azam, A. Existence Results for Fuzzy Partial Differential Inclusions. J. Funct. Spaces 2016, 2016, 1–8. [Google Scholar] [CrossRef] [Scilit]
- Rashid, M.; Mehmood, N.; Shaheen, S. Existence results for the system of partial differential inclusions with uncertainty. J. Intell. Fuzzy Syst. 2018, 35, 2547–2557. [Google Scholar] [CrossRef] [Scilit]
- Banach, S. On operations in abstract sets and their application to integral equations. Fund. Math 1922, 3, 133–181. [Google Scholar] [CrossRef] [Scilit]
- Schaefer, H. Über die Methode der a priori-Schranken. Math. Ann. 1922, 129, 415–416. [Google Scholar] [CrossRef] [Scilit]
- Rudin, W. Functional Analysis; McGraw Hill: India, 1991. [Google Scholar]
- Rashid, M.; Shahid, L.; Agarwal, R.P.; Hussain, A.; Al-Sulami, H. q-ROF mappings and Suzuki type common fixed point results in b-metric spaces with application. J. Inequalities Appl. 2022, 2022, 1–24. [Google Scholar] [CrossRef] [Scilit]
- Aumann, R.J. Integrals of set-valued functions. J. Math. Anal. Appl. 1965, 12, 1–12. [Google Scholar] [CrossRef] [Scilit]
- Kuratowski, K.; Ryll-Nardzewski, C. A general theorem on selectors. Bull. Acad. Polon. Sci. Sér. Sci. Math. Astronom. Phys. 1965, 13, 397–403. [Google Scholar]
- Kisielewicz, M. Differential Inclusions and Optimal Control; Springer: Berlin/Heidelberg, Germany, 1991. [Google Scholar]
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