Abstract
This manuscript is focused on the role of convexity of the modular, and some fixed point results for contractive correspondence and single-valued mappings are presented. Further, we prove Nadler’s Theorem and some fixed point results on orthogonal modular spaces. We present an application to a particular form of integral inclusion to support our proposed version of Nadler’s theorem.
1. Introduction
The fixed point results in modular spaces have several applications in various branches of sciences. These results strongly depend on some assumptions which are more theoretic and have no applications in normed vector spaces. Some recent research trends are dedicated to the study of the well-known fixed point theorems by relaxing the assumptions and considering the case of modular spaces.
S. Banach became one of the pioneers of fixed point theory by proving the well known Banach contraction principle in 1922, see []. Fixed point theory plays an important role both in the field of mathematics and in applied sciences. Fixed point theory in modular spaces had been considered a starting point in the research field, after being identified as a generalization of normed spaces. See [,,]. The fixed point theorems in modular spaces presented in the literature deal with rigorous statements and proofs of many interesting problems that give some applications in a wide variety of fields, including machine learning, programming, quantum mechanics, etc.
Fixed point theory in modular space has deep roots (see []) Khamsi used some constructive techniques for single-valued mappings to obtain the solutions of some fixed point problems. This work is appreciated by several researchers, and it became an inspiration for a variety of fixed point results. For details see [,]. These ideas were extended and generalized by several authors in a variety of ways. One successful approach is that of Nadler, who in 1969, proposed the Banach contraction principle for multivalued mappings in modular spaces []. Several authors extended and generalized the results by relaxing the strong assumptions used in (for details, see [,,,]). Furthermore, Latif et al. (in []) focused on a particular case for multivalued mappings in modular spaces with the additivity of the modular. Later, the authors (in []) explored the existence of fixed points of a specific type of contractive and nonexpansive mappings in modular function spaces.
Eshaghi et al. [] introduced quite recently, the notion of orthogonal set and obtained an extension of Banach’s fixed point theorem. They proved, providing an strong example, that their main result is a good generalization of Banach’s fixed point theorem. After that in [], orthogonal modular space is defined and a new generalized modular version of the Meir-Keeler fixed point theorem with respect to an orthogonal relation is presented. Nguyen Van Dung, in [], talked about the importance of the results proved on orthogonal set and showed that many existence results on fixed points in orthogonal complete metric spaces can be proved by using the corresponding existence results in complete metric spaces. For more information about orthogonal space, we refer to [,,,].
The aim of this paper is to prove some generalizations of fixed point results in an orthogonal modular space by relaxing some strong assumptions for the modular spaces case such as convexity, continuity and Fatou property.
This paper starts with a brief introduction into modular spaces and orthogonal modular spaces theory along with the relevant literature. Section 3 presents some techniques and methods of improving some known fixed point results. An application to integral inclusions is provided in the last section.
2. Notations and Background
This section can be considered as an introduction to fundamental concepts of modular spaces and orthogonal modular spaces. For detailed information see [,,,,,,,,].
2.1. Modular Spaces
Consider X a real linear space and a real valued functional on X which satisfies the following conditions:
- if and only if ,
- ,
- , for any with .
The functional is called a modular on X and is called a modular space. A modular induces a vector space which is called a modular linear space. Musielak and Orlicz in [,,] provided the definitions of the following key concepts in a modular space :
Definition 1.
A sequence in is said to be convergent to a point if as .
Definition 2.
A closed subset is a set which has the limits of all its convergent sequences.
Definition 3.
A sequence in is named to be Cauchy if as .
Definition 4.
A subset B of X is said to be complete if each Cauchy sequence in B is convergent to a point of B.
Definition 5.
bounded subsets: A subset is called bounded if .
Definition 6.
compact subsets: A closed subset is called compact if any sequence has a convergent subsequence.
For a modular space , the function which is said growth function [] is defined on as follows:
It is clear that whenever satisfying , then every convergent sequence in is Cauchy. Also, we note that in this case every compact set is a bounded andcomplete set [].
We recall that for any subset C of a correspondence f on a set C, denoted by assigns to each a (nonempty) subset of C and if for some , then is said to be a fixed point. Also, it is called weakly Picard, if there exists a sequence with , and for which is convergent to a fixed point of f. For a correspondence f, we define . Also, Hausdorff distance is defined as follows
where A and B are subsets of C.
2.2. Orthogonal Modular Spaces
Now, we recall some definitions on orthogonal set and orthogonal modular space (for more details see [,,,]).
Definition 7.
Let and be a binary relation. If ⊥ satisfies the following condition
(where is called an orthogonal element). Then B is called an orthogonal set (briefly O-set) which is denoted by .
Definition 8.
Let be a modular space and be an O-set. Then is called an orthogonal modular space.
Definition 9.
A sequence , is called an orthogonal sequence (briefly, O-sequence) if
Also it is called a strongly orthogonal sequence (briefly, SO-sequence) if
It is clear that every orthogonal modular space is a modular space, so all Definitions D1–D6 can be defined for . If a sequence is O-sequence (-sequence) then D7–D9 in can be defined as convergent sequence (convergent -sequence), O-closed set (-closed set), Cauchy O-sequence (Cauchy -sequence), respectively.
Definition 10.
Let (shortly X) be an orthogonal modular space:
- Then X is said to be O-complete (-complete) if every Cauchy O-sequence (Cauchy -sequence) is convergent.Clearly, every O-complete is -complete but if X is -complete then it is not necessary to be O-complete. Also, there are O-complete spaces which are not complete.
- Let . A mapping is called:
- (i)
- Orthogonal preserving mapping if implies .
- (ii)
- O-continuous (-continuous) at if , for each O-sequence (-sequence) which . Also, T is O-continuous (-continuous) on B if T is O-continuous (-continuous) in each .
Definition 11.
Let be an orthogonal modular space and . A correspondence is called:
- (i)
- Orthogonal preserving mapping if implies , for every and .
- (ii)
- Suppose that for any , any sequence (sequence) converging to x, and any sequence in B such that for each n, there is a and a subsequence of that converges to z. Then f is called orthogonal upper hemicontinuous (strongly orthogonal upper hemicontinuous) and denoted as () at .
2.3. Relevant Literature
Fixed point results for a single-valued mapping in modular spaces have been given in [,,]. Over the years, many authors have studied some conditions for proving the existence of fixed points for some classes of functions in modular spaces. The Hypotheses (H1)–(H4) are declared as ones of the most common and popular conditions in modular spaces:
Hypothesis 1 (H1).
-condition [,]: A modular ρ is said to satisfy the -condition, if , whenever as .
Hypothesis 2 (H2).
-type condition [,]: A modular ρ is said to satisfy the -type condition if there exists such that for all .
Hypothesis 3 (H3).
-convex modular []: If condition (3) in the modular definition is replaced by for all with with an , the modular ρ is called an -convex modular. In particular, a 1-convex modular is simply called convex.
Hypothesis 4 (H4).
Fatou property []: A modular ρ has the Fatou property if , whenever .
Some explicit overviews of (H1)–(H4) conditions are given in [,,]. It is proven that a modular implies that
i.e., it defines an norm on . Moreover, if is convex, is a norm and it is frequently called the Luxemburg norm []. Note that a modular space determined by a function modular will be called a modular function space and will be denoted by . Then, it is not difficult to prove that is an norm induced by . Then, is a complete space.
Since we are able to define such norm in a real vector space can lead to a simple proof for many fixed point theorems in a specific modular spaces. For example, an earlier work on this topic recall Theorem of [] which was proposed in the early 1990s.
Theorem 1
([]). Let ρ be a function modular satisfying the -condition and let B be a closed subset of . Let and be a single-valued mapping such that
where . Then T has a fixed point if .
Since then, there has been significant work on extending and improving this results further in.
Ait Taleb and Hanebaly presented some examples proving that the Theorem 2 (Theorem I-1 of []) tends to be more applicable than Theorem 1. However, Theorem 1 is not generalized by Theorem 2.
Theorem 2
([]). Suppose that is a complete modular space where ρ is an -convex modular satisfying the -condition and has the Fatou property. Moreover, assume that B is a closed subset of and is a single-valued mapping such that for some and satisfies
where . Then T has a fixed point.
As mentioned in [], we can ask what if it is mentioned that they are unable to prove whether the conclusion of Theorem 2 is true, if we have and . We note that our main result, Theorem 8, has replied to this open question, also it has generalized Theorem 1, when .
Some extensions were subsequently proposed by various authors, taking into account different relaxations that require. A new extension of Theorem 1, based on the cases of correspondences, appeared in 2006 in Theorem 3-1 of [] as follows.
Theorem 3
([]). Let ρ be a convex modular satisfying the -type condition, B be a nonempty bounded closed subset of , and be a closed valued correspondence such that there exists a constant that
where . Then f has a fixed point.
Later, in 2009, this result is improved to Theorem 2-1 in [] by the following result.
Theorem 4
([]). Let ρ be a convex modular satisfying -type condition and be a nonempty closed bounded subset of the modular space . Then any closed valued correspondence such that for and , there is such that
where , has a fixed point.
In both Theorems 3 and 4, it is assumed that the correspondence is defined on a bounded subset of a modular space with a convex modular. In [] Theorem 2-5, the correspondence has compact values.
Theorem 5
([]). Let B be a bounded subset of a complete space . Let be a correspondence with compact values that for each and , there exists such that
where . Then f has a fixed point.
Our main result, Theorem 8, is a generalization of Theorems 3–5.
The main result of [] is the following theorem.
Theorem 6
([]). Let be an O-complete metric space. And let be ⊥-continuous mapping, Banach contraction and ⊥-preserving. Then, T has a unique fixed point . Also, T is a Picard operator, that is, for all .
In [], the Meir-Keeler condition on orthogonal modular space was introduced and the Meir-Keeler Theorem on orthogonal modular spaces was proven, see Theorem 7.
Definition 12
([]). Let be an orthogonal modular space. Let B be an closed subset of and with . We say that a mapping satisfies the Meir-Keeler condition whenever for every , there exists such that:
Theorem 7
([]). Let be an complete orthogonal modular space with an orthogonal element and ρ satisfies the condition. Suppose that B is an closed subset of such that and there exist with . Assume that is orthogonal preserving, continuous such that satisfying the Meir−Keeler condition. Then, T has a unique fixed point . Also, T is a Picard operator, that is, for all , the sequence is convergent to z.
Then, in the following sections, we provide some conditions for guarantee the existence of fixed points for myriad mappings and some strong assumptions such as the convexity of the modular and the boundedness of the domain of the correspondence are relaxed, also the -completeness is replaced by -complete which can lead to making our theorems much stronger and more applicable.
3. Main Results
In this section, we focus on an complete space X (not necessarily complete modular space) and consider the orthogonal preserving correspondence with closed valued. Further, we assume . Also, in order to simplify notation, let us denote .
The following lemma is a handy tool that will be used in the sequel. By the definition, every orthogonal modular space is a modular space too, so the following lemma remains correct for an orthogonal modular space and we will use it in our results.
Lemma 1
([]). A sequence in a modular space is a Cauchy sequence if there exists such that
for every .
The following theorem is an equivalent of Nadler’s theorem [] on an orthogonal modular space.
Theorem 8.
Consider and for every , such that , there exists such that for every . Then mapping f has a fixed point.
Proof.
Suppose that is an orthogonal element and , so . We know from our assumption that there exists such that and
Since f is orthogonal preserving, we have . By the same way, for every , we have , so by the contraction, there exists such that and
Note that by Lemma 1, is a Cauchy sequence in the complete space X. Which means that there exists such that as . Since f is and , there exists a subsequence of which is convergent to . Since f is -closed, and the -sequence is -convergent to x. This implies that , so . □
The following theorem generalizes Theorem 8.
Theorem 9.
Consider for every that and , there exists such that
where , and . Then f has a fixed point if one of the following assumptions satisfies:
- f is .
- ρ is continuous i.e., as .
Proof.
Let us define a sequence that is an orthogonal element, and sequence such that
for every . As it becomes clear by Equation (1), the right hand side of this equation is not or . Now it is easy to see that
Thus it follows from Lemma 1 and completeness of X that there exists such that as .
The proof is obviously complete under assumption . Now assume holds. Let , since is continuous, we have . Now from the facts that is closed, . □
Khan et al. (in []) introduced the notion of altering distance function defined in the following way.
Definition 13
([]). A function is called an altering distance function if the following conditions hold.
- ψ is continuous and nondecreasing,
- if and only if .
Theorem 10.
Suppose that there exists such that for all , that
where constants , , also
and
and Then f has a fixed point if and only if one of the following assumptions holds.
- f is weakly Picard.
- f is .
- ρ is continuous.
Proof.
Choose an orthogonal element then find , continuing on the same lines we can construct a sequence such that that and
for every . From (5), . Now, from (4), we have
If then using inequality (3) we"have
Since and is nondecreasing. Then above inequality can be written as
which is a contradiction because .
Hence .
Then inequality (3) becomes
So, we have for all . Now, using Lemma (1) and completeness of there exists such that as .
The proof is obviously complete under assumption , and . □
Open Questions
Radenovi et al. in [] considered the following open problem:
Problem 1.
If is a single- valued mapping such that
for every where and , then under what constraints does T have a fixed point?
It can be answered under the constraints that is a single-valued mapping and . However, there is no answer to this question in the case of the correspondence f or , with the matched definitions for correspondences.
Existence of a fixed point for T has been successfully shown if (given by Radenovi et al. in []). Interestingly, this question can be reformulated in the next theorem and we prove it for correspondences with .
Theorem 11.
Let f be an correspondence that for each that and , there exists such that
where . Then f has a fixed point.
Proof.
Let be an orthogonal element and for an arbitrary . By assumption, for every there exists such that and
It follow that
which implies that where . Note that is not greater than one, since . In addition, from the fact that X is a complete set and is a Cauchy sequence by Lemma 1, there exists such that . From , we have . □
4. Application to Integral Inclusions
A modular fixed point theorem can be used for providing sufficient (but not necessary) conditions for existence of a real continuous function u defined on such that
where is a constant, is OUHC, and are given continuous functions.
For simplicity, we introduce the following shorthand notations. We use to denote all real continuous functions defined on , , where and a modular defined on X as
It is not difficult to prove that is a complete modular space. Now the aforementioned integral inclusion problem (9) can be reformulated as u and is a solution of problem (9) if and only if it is a fixed point of defined as
Now, we show under the following mild assumptions,
- for all and , there exists such thatwhere ,
the correspondence f has a unique fixed point. So, we assume that and by definition, we have
By Michael’s selection theorem, (in [] Theorem 1), it follows that there exists a continuous single- valued mapping that According to assumption 3, for there is an "such that
We define
i.e.,
Therefore Using the Cauchy-Schwarz inequality and conditions , we have
Theorem 8 implies that f has a unique fixed point that is, the integral inclusion (9) has a solution which belongs to .
5. Conclusions
In this paper, we defined some contractive correspondences and obtained fixed point results in orthogonal modular spaces. As a consequence of our main result, we obtained the Banach contraction principle in the orthogonal modular space for correspondences. Also, we improved the interval of contraction (proposed in an open problem) which shows that our results are still valid if we choose contractive constant k in . As an application of our result, we obtained a solution to integral inclusions in the orthogonal modular space. Further, we provide examples that further elaborate the usability of the obtained results. It is worth mentioning that we identify the relationship between orthogonal modular spaces and modular spaces which will be helpful to prove various results in orthogonal modular spaces.
Author Contributions
Conceptualization, F.L., N.S., L.G. and M.F.B.; Formal analysis, F.L. and N.S.; Investigation, L.G.; Methodology, N.S. and L.G.; Supervision, M.F.B.; Validation, F.L.; Writing—original draft, F.L. and N.S.; Writing—review–editing, L.G. and M.F.B. All authors contributed equally. All authors have read and agreed to the published version of the manuscript.
Funding
This research received no external funding.
Institutional Review Board Statement
Not applicable.
Informed Consent Statement
Not applicable.
Data Availability Statement
Not applicable.
Conflicts of Interest
The authors declare no conflict of interest.
References
- Banach, S. Sur les opérations dans les ensembles abstraits et leur application aux équations intégrales. Fund. Math. 1922, 3, 133–181. [Google Scholar] [CrossRef]
- Musielak, J.; Orlicz, W. On modular spaces. Stud. Math. 1959, 18, 49–65. [Google Scholar] [CrossRef]
- Musielak, J. Orlicz Spaces and Modular Spaces; Springer: Berlin, Germany, 1983; pp. 1–216. [Google Scholar]
- Nakano, H. Modulared Semi-Ordered Linear Spaces; Maruzen Co., Ltd.: Tokyo, Japan, 1950. [Google Scholar]
- Khamsi, M.A.; Kozlowski, W.M.; Reich, S. Fixed point theory in modular function spaces. Nonlinear Anal. 1990, 14, 935–953. [Google Scholar] [CrossRef]
- Khamsi, M.A. A convexity property in modular function spaces. Math. Jpn. 1996, 44, 269–280. [Google Scholar]
- Khamsi, M.A.; Kozlowski, W.M.; Shutao, C. Some geometrical properties and fixed point theorems in Orlicz spaces. J. Math. Anal. Appl. 1991, 155, 393–412. [Google Scholar] [CrossRef][Green Version]
- Nadler, S.B. Multi-valued contraction mappings. Pac. J. Math. 1969, 30, 475–488. [Google Scholar] [CrossRef]
- Dhompongsa, S.; Benavides, T.; Kaewcharoen, A.; Panyanak, B. Fixed point theorems for multivalued mappings in modular function spaces. Sci. Math. Jpn. 2006, 2006, 139–147. [Google Scholar]
- Feng, Y.; Liu, S. Fixed point theorems for multi-valued contractive mappings and multivalued Caristi type mappings. J. Math. Anal. Appl. 2006, 317, 103–112. [Google Scholar] [CrossRef]
- Klim, D.; Wardowski, D. Fixed point theorems for set-valued contractions in complete metric spaces. J. Math. Anal. Appl. 2007, 334, 132–139. [Google Scholar] [CrossRef]
- Petruşel, A.; Petruşel, G. On Reich’s strict fixed point theorem for multi-valued operators in complete metric spaces. J. Nonlinear Var. Anal. 2018, 2, 103–112. [Google Scholar]
- Kutbi, M.A.; Latif, A. Fixed points of multivalued maps in modular function spaces. Fixed Point Theory Appl. 2009, 2009, 1–12. [Google Scholar] [CrossRef][Green Version]
- Alfuraidan, M.R. Fixed points of multivalued mappings in modular function spaces with a graph. Fixed Point Theory Appl. 2015, 1, 1–14. [Google Scholar] [CrossRef]
- Eshaghi, M.; Ramezani, M.; De La Sen, M.; Cho, Y.J. On orthogonal sets and Banach’s fixed point theorem. Fixed Point Theory 2017, 18, 569–578. [Google Scholar]
- Ramezani, M.; Baghani, H. The Meir-Keeler fixed point theorem in incomplete modular spaces with application. J. Fixed Point Theory Appl. 2017, 19, 2369–2382. [Google Scholar] [CrossRef]
- Van Dung, N. Notes on orthogonal-complete metric spaces. Bull. Aust. Math. Soc. 2021, 1–7. [Google Scholar] [CrossRef]
- Baghani, H.; Eshaghi Gordji, M.; Ramezani, M. Orthogonal sets, The axiom of choice and proof of a fixed point theorem. J. Fixed Point Theory Appl. 2016, 18, 465–477. [Google Scholar] [CrossRef]
- Eivazi Damirchi Darsi Olia, Z.; Eshaghi, M.; Ebrahimi Bagha, D. Banach fixed point theorem on orthogonal cone metric spaces. Facta Univ. Ser. Math. Inform. 2020, 35, 1239–1250. [Google Scholar]
- Hosseini, H.; Eshaghi, M. Fixed Point Results in Orthogonal Modular Metric Spaces. Int. J. Nonlinear Anal. Appl. 2020, 11, 425–436. [Google Scholar]
- Alaca, C.; Ege, M.E.; Park, C. Fixed point results for modular ultrametric spaces. J. Comput. Anal. Appl. 2016, 20, 1259–1267. [Google Scholar]
- Bakhtin, I.A. The contraction mapping principle in almost metric spaces. Funct. Anal. 1989, 30, 26–37. [Google Scholar]
- Chaipunya, P.; Mongkolkeha, C.; Sintunavarat, W.; Kumam, P. Fixed point theorems for multivalued mappings in modular metric spaces. Abstr. Appl. Anal. 2012, 2012, 503504. [Google Scholar]
- Kozlowski, W.M. Notes on modular function spaces-II. Comment. Math. 1988, 28, 101–116. [Google Scholar]
- Nourouzi, K.; Shabanian, S. Operators defined on n-modular spaces. Mediterr. J. Math. 2009, 6, 431–446. [Google Scholar] [CrossRef]
- Parvaneh, V.; Hussain, N.; Khorshidi, M.; Mlaiki, N.; Aydi, H. Fixed Point Results for Generalized -Contractions in Modular b-Metric Spaces with Applications. Mathematics 2019, 7, 887. [Google Scholar] [CrossRef]
- Petruşel, A. Local fixed point results for graphic contractions. J. Nonlinear Var. Anal. 2019, 3, 141–148. [Google Scholar]
- Shabanian, S. Modular Space and Fixed Point Theorems. Ph.D. Thesis, K.N.Toosi University of Technology, Tehran, Iran, 2007. [Google Scholar]
- Orlicz, W. Über eine gewisse klasse von Raumen vom Typus B. Bull. Acad. Polon. Sci. A 1932, 207–220. [Google Scholar]
- Orlicz, W. Über Raumen LM. Bull. Acad. Polon. Sci. A 1936, 93–107. [Google Scholar]
- Benavides, T.; Khamsi, M.A.; Samadi, S. Asymptotically regular mappings in modular function spaces. Sci. Math. Jpn. 2001, 4, 239–248. [Google Scholar]
- Lael, F.; Nourouzi, K. On the fixed points of correspondences in modular spaces. Int. Sch. Res. Not. 2011, 2011, 530254. [Google Scholar] [CrossRef][Green Version]
- Eshaghi, M.; Habibi, H. Existence and uniqueness of solutions to a first-order differential equation via fixed point theorem in orthogonal metric space. Facta Univ. Ser. Math. Inform. 2019, 34, 123–135. [Google Scholar]
- Eshaghi, M.; Habibi, H. Fixed point theory in ε-connected orthogonal metric space. Sahand Commun. Math. Anal. 2019, 16, 35–46. [Google Scholar]
- Eshaghi, M.; Habibi, H.; Sahabi, M.B. Orthogonal sets; orthogonal contractions. Asian-Eur. J. Math. 2019, 12, 1950034. [Google Scholar] [CrossRef]
- Eshaghi, M.; Habibi, H. Fixed point theory in generalized orthogonal metric space. J. Linear And Topol. Algebra 2017, 6, 251–260. [Google Scholar]
- Kassu, W.W.; Sangago, M.G.; Zegeye, H. Convergence theorems to common fixed points of multi-valued ρ-quasi-nonexpansive mappings in modular function spaces. Adv. Fixed Point Theory 2018, 8, 21–36. [Google Scholar]
- Khan, S.H. Approximating fixed point of (λ,ρ)-firmly nonexpansive mappings in modular function spaces. Arab. J. Math. 2018, 7, 281–287. [Google Scholar] [CrossRef]
- Japón, M.A. Some geometric properties in modular spaces and application to fixed point theory. J. Math. Anal. Appl. 2004, 295, 576–594. [Google Scholar] [CrossRef][Green Version]
- Brodskii, M.S.; Milman, D.P. On the center of a convex set (Russian). Dokl. Akad. Nauk. SSSR 1948, 59, 837–840. [Google Scholar]
- Japon, M.A. Applications of Musielak-Orlicz spaces in modern control systems. Teubner-Texte Math. 1988, 103, 34–36. [Google Scholar]
- Taleb, A.; Hanebaly, E. A fixed point theorem and its application to integral equations in modular function spaces. Proc. Am. Math. Soc. 2000, 128, 419–426. [Google Scholar] [CrossRef]
- Lael, F.; Shabanian, S. Convexity and boundedness relaxation for fixed point theorems in modular spaces. Appl. Gen. Topol. 2021, 22, 91–108. [Google Scholar] [CrossRef]
- Khan, M.S.; Swaleh, M.; Sessa, S. Fixed point theorems by altering distances between the points. Bull. Aust. Math. Soc. 1984, 30, 1–9. [Google Scholar] [CrossRef]
- Radenović, S.; Došenović, T.; Lampert, T.A.; Golubovć, Z. A note on some recent fixed point results for cyclic contractions in b-metric spaces and an application to integral equations. Appl. Math. Comput. 2016, 273, 155–164. [Google Scholar] [CrossRef]
- Miculescu, R.; Mihail, A. New fixed point theorems for set-valued contractions in b-metric spaces. J. Fixed Point Theory Appl. 2017, 19, 2153–2163. [Google Scholar] [CrossRef]
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations. |
© 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).