Abstract
In this paper, we develop the notion of the basis for a smooth neutrosophic topology in a more natural way. As a sequel, we define the notion of symmetric neutrosophic quasi-coincident neighborhood systems and prove some interesting results that fit with the classical ones, to establish the consistency of theory developed. Finally, we define and discuss the concept of product topology, in this context, using the definition of basis.
Keywords:
neutrosophic sets; smooth neutrosophic topology; basis; subbasis; smooth neutrosophic product topology MSC:
18B30
1. Introduction
The idea of neutrosophy was initiated and developed by Smarandache [1] in 1999. In recent decades the theory was used at various junctions of mathematics. More precisely, the theory made an outstanding advancement in the field of topological spaces. Salama et al. and Hur et al. [2,3,4,5,6] are some who posted their works of neutrosophic topological spaces, following the approach of Chang [7] in the context of fuzzy topological spaces. One can easily observe that the fuzzy topology introduced by Chang is a crisp collection of fuzzy subsets.
Šostak [8] observed that Chang’s approach is crisp in nature and so he redefined the notion of fuzzy topology, often referred as smooth fuzzy topology, as a function from the collection of all fuzzy subsets of X to ; Fang Jin-ming et al. and Vembu et al. [9,10] are some who discussed the concept of basis as a function from a suitable collection of fuzzy subsets of X to . Yan, Wang, Nanjing, Liang and Yan [11,12] developed a parallel theory in the context of intuitionistic I-fuzzy topological spaces.
The notion of a single-valued neutrosophic set was proposed by Wang [13] in 2010. In 2016, Gayyar [14] introduced the concept of smooth neutrosophic topological spaces. The notion of the basis for an ordinary single-valued neutrosophic topology was defined and discussed by Kim [15]. Salama, Alblowi, Shumrani, Muhammed Gulisten, Smarandache, Saber, Alsharari, Zhang and Sunderraman [4,16,17] are some others who posted their work in the context of single-valued neutrosophic topological spaces.
In Section 2, we give all basic definitions and results, which are important prerequisites that are needed to go through the theory developed in this paper. In Section 3, we define the notion of the basis and subbasis for a smooth neutrosophic topology; further, we develop the theory using the concept of neutrosophic quasi-coincident neighborhood systems. In addition, we prove some results which are similar to the classical ones, to establish the consistency of theory developed. Finally, in Section 4, we define and discuss the product of smooth neutrosophic spaces using our definition of basis.
2. Preliminaries
In this section, we give all basic definitions and results which we need to go through our work. As usual and denote the sets of all real numbers and rationals respectively. First we give the definition of a neutrosophic set [1,4].
Definition 1.
Let X be a non-empty set. A neutrosophic set in X is an object having the form
where
and
represent the degree of membership (namely, ), the degree of indeterminacy (namely, ) and the degree of non-membership (namely, ), for all to the set to the set .
Here and where is infinitesimal number and ; further, 1 and denote standard part and non-standard part of ; 0 and denote the standard part and non-standard part of . While dealing with scientific and engineering problems in real life applications, it is difficult to use a neutrosophic set with values from . In order to overcome this draw back, Wang et al. [13] defined the single-valued neutrosophic set, which is a particular case of the neutrosophic set.
Definition 2.
[13] Let X be a space of points (objects) with a generic element in X denoted by x. Then is called a single-valued neutrosophic set in X if has of the form , where In this case, are called the truth membership function, indeterminancy membership function and falsity membership function, respectively.
For conventional reasons and as there is no ambiguity, we refer a single-valued neutrosophic set simply as a neutrosophic set throughout this paper; we also restate the definition, in order to view it explicitly as a function from a non-empty set X to , in the following way:
Let X be a nonempty set and . A neutrosophic set on X is a mapping defined as , where and such that .
We denote the set of all neutrosophic sets of X by and the neutrosophic sets and by and respectively. Let ; then
- ;
- ;
- ;
- .
Definition 3.
[1,4] Let X be a non-empty set and let be given by and . Then
- The complement of denoted by is given by
- The union of and denoted by is an neutrosophic set in X given by
- The intersection of and denoted by is an neutrosophic set in X given by
- The product of and denoted by is given by
- We say that if .
For an any arbitrary collection of neutrosophic sets the union and intersection are given by
- .
Definition 4.
Let X be a nonempty set and . If , and , then a neutrosophic point in X given by
We say if . To avoid the ambiguity, we denote the set of all neutrosophic points by .
Definition 5.
A neutrosophic set is said to be quasi-coincident with another neutrosophic set , denoted by , if there exists an element such that
If is not quasi-coincident with , then we write
Definition 6.
[14] Let X be a nonempty set. Then a neutrosophic set is said to be a smooth neutrosophic topology on X if it satisfies the following conditions:
- C1
- C2
- , ∀
- C3
- , ∀
The pair is called a smooth neutrosophic topological space.
3. The Basis for a Smooth Neutrosophic Topology
The main objective of this section is to define and discuss the concept of basis for a neutrosophic topology. Many fundamental classical statements and theories describe ways to obtain a topology from a basis; every topology is a basis for itself; characterizations of a set to form a basis; comparison of two topologies is a way to get a basis from a subbasis; quasi-neighborhood systems are discussed. Though the structural development of the theory is same as the ones followed in the context of classical and fuzzy topological spaces, the strategies following the proofs of the statements are entirely different. We start with the definition of a basis for a smooth neutrosophic topology.
Definition 7.
Let be a function that satisfies:
- B1
- If and , then there exists such that
- B2
- If , and , then there exists such that ,
Then is called a basis for a smooth neutrosophic topology on X.
Any function satisfying B1 is called a subbasis of a smooth neutrosophic topology on X. A collection of neutrosophic sets is said to be an inner cover for a neutrosophic set if .
Definition 8.
Let be a basis for a smooth neutrosophic topology on X. Then the smooth neutrosophic topology generated by is defined as follows:
where is the collection of all inner covers of .
It is clear to see that ; the strict inequality may hold; in fact, it may happen that and ; however, this is not unnatural as even in the crisp theory a subset that is not an element of a basis may be an element of the topology generated by it. However, we have a question: “If , can ?” Of course this may happen, as seen in the following example.
Example 1.
Let . For any subset , let denote the neutrosophic set in X defined by
Define by
Then is a basis for a smooth neutrosophic topology on X. We note that , whereas and , whereas .
Theorem 1.
Let be a basis and be as defined in Definition 8; then is a smooth neutrosophic topology on X.
Proof.
From the definition of it directly follows that . Next we wish to show that . Indeed, let and ; then by the definition of a basis for a smooth neutrosophic topology, there exists such that and , which in turn implies that , and . Thus it follows that
If we let , then it is easy to see that is an inner cover for . However, since , we have
Therefore
Thus for every , there exists an inner cover of such that
Therefore
and hence .
Next we claim that for any two neutrosophic sets , in . Suppose ; then there is nothing to prove. Let and let . Then there exist inner covers and , such that and
Let for and and let denote the set of all pairs for which . Now since there exists an such that , which implies and ; then by the definition of an inner cover there exist and in the corresponding inner covers, such that and hence . Thus we have . Now for any , and , let be such that
and
Then the collection is an inner cover for and hence the collection is an inner cover for .
Additionally, we have,
Since this is true for every and
we have for any , in .
Finally we prove that for any collection . For each and for each , let be an inner cover for such that . Since is an inner cover for , we have is an inner cover for . Thus it follows that
which implies for any collection as desired. □
Definition 9.
Let be smooth neutrosophic topological space. For all and , the mapping is defined as follows:
The set is called a neutrosophic quasi-coincident neighborhood system. Further, a neutrosophic quasi-coincident neighborhood system is said to be symmetric if for any , , implies .
Theorem 2.
Let be neutrosophic topological space. Then for all
- (i)
- ;
- (ii)
- ;
- (iii)
- implies ;
- (iv)
- ;
- (v)
Proof.
As (i), (ii) and (iii) follow directly from the definition of , we skip their proof. To prove (iv), first we observe that
Similarly, it follows that , which implies
To prove the reverse inequality, consider
To prove (v), for any with , we have , and therefore,
Hence, we have
as desired. □
Theorem 3.
Let be a mapping. Then is a basis of a smooth neutrosophic topology if and only if and for all .
Proof.
Let be a basis for given smooth neutrosophic topology; then clearly . Let and ; then . Let ; then for every , we have
Let ; then there exists with such that
Thus there exists an such that and . Hence for every , there exists an such that , which in turn implies that
Thus it follows that,
This implies that
as desired.
Conversely, let and ; then clearly . However, since
and , it is possible to find an such that , such that . Thus, B1 of Definition 8 follows.
Let , and . First we claim that, ; consider
If , then for every with and , we have
Let ; then there exists such that
Suppose . Let
Then there exists such that
Thus, B2 of Definition 8 follows in both cases. □
Here we note that, “If is a smooth neutrosophic topological space, then is a basis for a smooth fuzzy topology on X and the smooth fuzzy topology generated by is itself.” In the following, we give certain theorems which can be proved in a similar fashion to Theorems 3.8, 3.9 and 3.10 in [10].
Theorem 4.
Let be a smooth neutrosophic topology on X. Let be a function satisfying
- i.
- for all
- ii.
- If , , and , then there exists such that , and .
Then is a basis for the smooth neutrosophic topology on X.
Theorem 5.
If is a basis for the smooth fuzzy topological space , then
- i.
- for all .
- ii.
- If , , and , then there exists such that , and .
Theorem 6.
Let and be bases for the smooth neutrosophic topologies and , respectively, on X. Then the following conditions are equivalent.
- i.
- is finer than .
- ii.
- If , , and , there exists such that , and .
To end this section, we present a theorem which gives a way to get a basis from a subbasis, from which a smooth neutrosophic topology can be generated.
Theorem 7.
Let be a subbasis for a smooth neutrosophic topology on X. Define as
where is the family of all finite collections of members of such that . Then the is a basis for a smooth neutrosophic topology on X.
Proof.
Since , every , and by the definition of , is well defined. As clearly satisfies B1 of Definition 7, it is enough to prove B2. Let , , in and . Then by the definition of there exist collections and such that
and
Now let us define a collection of neutrosophic sets , for , as
If we let , then and therefore
Now by definition of , we have
where is the family of all finite collections of members of such that . Thus it follows that
as desired. □
4. Product of Neutrosophic Topologies
In this section, we first define the concept of a finite product of smooth neutrosophic topologies, using the notion of basis defined in the previous section. We present a way to obtain the product topology from the given bases; in the following we present a subbasis for a product topology. Later, we generalize the discussed contents in the context of an arbitrary product of smooth neutrosophic topologies.
Definition 10.
Let and be smooth neutrosophic topological spaces. Let be defined as follows:
Let . If for any and , then define . Otherwise, define
where is the collection of all possible ways of writing as , where .
Then is a basis for the smooth neutrosophic topology called the smooth neutrosophic product topology on .
Example 2.
Let and let and be defined by
and
Let and be the functions defined by
and
Then clearly and are smooth neutrosophic topologies on and . From the above definition, we get given by
which is a basis for a smooth neutrosophic topology on and the smooth neutrosophic topology (product topology) generated by is given by
Theorem 8.
Let be the function defined in Definition 10. Then is a basis for a smooth neutrosophic topology on .
Proof.
If we let , then clearly of Definition 7 follows.
Let , , in and . We wish to show that there exists such that
and
Suppose any one of and , say cannot be written as for any and ; then by letting , we have . However, by the definition of , it follows that and therefore as desired. If both and can be written as and for some and , then by the definition of , there exist and such that ,
and
Now if we let , then and
Now consider,
and hence B2 of Definition 7 follows in this case also. □
Theorem 9.
Let , be bases for the smooth neutrosophic topologies respectively. Define as follows:
If cannot be written as for any and , then define . Otherwise define
where is the collection of all possible ways of writing as , where .
Then is a basis for the product topology on .
Proof.
First we claim that is a basis for a smooth neutrosophic topology on . Let , and . Now since and are bases for the smooth neutrosophic topologies and , there exist and such that
and
Let ; then we have
and
Thus B1 of Definition 7 follows.
To prove B2, let , and . If any one of and , say , cannot be written as for any and , then by letting , as in the above theorem, B2 of Definition 7 follows. On the other hand, suppose both and can be written as and for some and ; then by definition of , there exist , and such that , ,
and
Here it is easy to see that there exists such that , and , as and , are in .
Analogously, since and , are in , there exists in such that , and .
Let ; then we have
and
Thus B2 of Definition 7 follows in this case also. Hence is a basis for a smooth neutrosophic topology on . Thus, proving that the smooth neutrosophic topology generated by this basis coincides with the smooth neutrosophic product topology remains.
Let be the smooth fuzzy topology generated by . Let be the product topology on and be the basis for as described in Definition 10. Now we prove that . Let ; then
where is the collection of all inner covers of . Now we divide the collection , say , into two subcollections and where is the collection all possible inner covers of so that for all , is of the form for at least one and one , and is the complement of in .
If an inner cover of is in , then for at least one , is not of the form for any and ; hence and therefore
and
If , then and hence it is enough to consider the case . Now consider
This implies that, .
To prove the reverse inequality, let , and be as above. Let be an inner cover for . As above it is enough to consider the case . Now let . Then for all , we have for at least one and one . Fix a . Let denote the set of all pairs such that . Let . Since , are bases for , , by Theorem 5, for any , and there exist and such that
and
with
and
Clearly the collection is an inner cover for and the collection is an inner cover for . Therefore, the collection is an inner cover for which is equal to . Thus for any pair with , we have an inner cover of such that
and
for all , and .
Theorem 10.
Let and be smooth neutrosophic topological spaces. Let
and
Let . Define as
Then is a subbasis for the smooth neutrosophic product topology on .
Proof.
Since , by letting , it clearly follows that is a subbasis for a smooth neutrosophic topology on . Thus all that remains is to show the smooth neutrosophic topology induced by this subbasis is the same as the product topology on . We do this by proving that the basis induced by this subbasis is the same as the basis defined in Definition 10.
Let be the basis generated by . Then for any in , we have
where is the family of all finite collections of neutrosophic sets in for some finite indexing set such that , where each . Let be the basis for the smooth neutrosophic product topology on as in Definition 10. Let ; then we claim that . Suppose is not of form for any and . Then by Definition 10 we have, . Now let us compute . Let be any representation of as a finite intersection of neutrosophic sets of . First we claim that is neither of the form nor of the form for at least one i. If or for all i. Without loss of generality, let us assume that for and for , then we have
Now if we let and , then it follows that , which is a contradiction to our assumption that is not of the form . This proves the claim and hence . Since this is true for any representation of as a finite intersection, by the definition of we have . Thus in this case.
If is of the form for some , . First we claim that . For, let be a representation of as a finite intersection of neutrosophic sets in . If is neither of the form nor of the form , for at least one j, then it follows that and hence . Suppose all ’s are either of the form or of the form for some and ; then we have for all i. Let ; then there exist and such that
for and
for . Then,
Let and . Then we have .
Now consider
Since this is true for any representation of as a finite intersection of neutrosophic sets in , we have
To prove the reverse inequality, let ; then by Definition 10, there exist and such that and
However, ; thus, we have,
which implies as desired. □
Definition 11.
Let be a collection of smooth neutrosophic topological spaces, for some indexing set J. Now define a function as follows:
Let . If where and except for finitely many , then define . Otherwise define
where is the collection of all such that , and except for finitely many .
Then is a basis for a smooth neutrosophic topology called the smooth product topology on .
Theorem 11.
Let be a collection of smooth neutrosophic topological spaces, for some indexing set J. Let be as defined in Definition 11; then is a basis for a smooth neutrosophic topology on .
Proof.
Since , B1 of Definition 7 follows trivially.
To prove B2, let , and . Let be the collection of all such that , and except for finitely many and let be the collection of all such that , and except for finitely many .
Suppose any one of the collections and , say , is empty. Then by the definition of , we get that . Thus B2 of Definition 7 follows in this case. If both collections and are nonempty, then there exist in and in such that
and
Let ; then clearly
and
Thus, B2 of Definition 7 follows in this case also, and hence is a basis for a smooth neutrosophic topology on . □
Theorem 12.
Let be a collection of smooth neutrosophic topological spaces. For any , let be the collection of all such that , and except for finitely many . Let be defined as follows:
Then is a subbasis for a smooth neutrosophic product topology on .
Proof.
Since , B1 of Definition 7 follows. Thus is a subbasis for a smooth neutrosophic topology on . Thus, proving that the smooth neutrosophic topology generated from is the smooth neutrosophic product topology on needs proving.
Now let be the basis generated by and let be the basis for the smooth neutrosophic product topology defined in Definition 11. To prove the topologies generated by and are same, we prove the stronger result that .
As follows trivially, we prove the other cases. Let and let be the collection of all such that , and except for finitely many . If , then by the definition of , we have . Now to compute , let ; we claim that there must exist at least one which is not of the form where and except for finitely many . Suppose not; instead, let where and except for finitely many , for all . Then using these finitely many ’s, can be written in the form where and except for finitely many , which is a contradiction to our assumption that . Thus there exists at least one which is not of the form where and except for finitely many and hence . Thus we have
Since this is true for any possible finite representation of , we have and hence in this case.
If , then there must exist a representation of such that for all , where is the collection of all such that , and except for finitely many . Let . Then for each we can find a collection such that where except for finitely many and . Now since
we have
Since this is true for any representation of as a finite intersection of neutrosophic sets in , we have
To prove the reverse inequality, let . Since , we can find a collection such that and
Thus it follows that
and hence . Thus in this case also and hence in all the cases. □
5. Conclusions
In this paper, we have defined the notion of a basis and subbasis for a neutrosophic topology as a neutrosophic set from a suitable collection of neutrosophic sets of X to . Using this idea of considering a basis as a neutrosophic set, we developed a theory of smooth neutrosophic topological spaces that fits exactly with the theory of classical and fuzzy topological spaces. Next, we introduced and investigated the concept of quasi-coincident neighborhood systems in this context. Finally, we defined and discussed the notion of both finite and infinite products of smooth neutrosophic topologies.
6. A Discussion for Future Works
The theory can extended in the following natural ways. One may
- Study the properties of neutrosophic metric topological spaces using the concept of basis defined in this paper;
- Investigate the products of Hausdorff, regular, compact and connected spaces in the context of neutrosophic topological spaces.
Author Contributions
Conceptualization, K.C. and S.S.S.; writing, original draft, K.C. and S.S.S.; writing, review and editing, K.C. and S.S.S.; Supervision and Validation F.S. and S.J. All authors have read and agreed to the published version of the manuscript.
Funding
This research received no external funding.
Acknowledgments
The authors would like to express their sincere thanks the the referees for the useful comments and suggestion in preparing this manuscript.
Conflicts of Interest
The authors declare no conflict of interest.
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