Abstract
The aim of this paper is to focus on the metrization question in L-fuzzy sets. Firstly, we put forward an L-quasi (pseudo)-metric on the completely distributive lattice by comparing some existing lattice-valued metrics with the classical metric and show a series of its related properties. Secondly, we present two topologies: and , generated by an L-quasi-metric p with different spherical mappings, and prove if p is further an L-pseudo-metric on . Thirdly, we characterize an equivalent form of L-pseudo-metric in terms of a class of mapping clusters and acquire several satisfactory results. Finally, based on this kind of L-metric, we assert that, on , a Yang–Shi metric topology is , but an Erceg metric topology is not always so.
Keywords:
L-quasi (pseudo)-metric; co-prime element; irreducible element; way below; R-neighborhood; T1-space; Q − CI MSC:
54A40
1. Introduction
As we know, C.L. Chang [1] firstly introduced the fuzzy set theory of Zadeh [2] into topology in 1968, which declared the birth of -topology. Soon after that, J.A. Goguen [3] further generalized the L-fuzzy set to -topology, and his related theory has now been recognized as L-topology. From then on, L-topology formed another important, branch of topology and many creative results and original thoughts were presented (see [4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36], etc.).
However, how to reasonably generalize the classical metric to L-topology has been a great challenge for a long time. So far, there has been a lot of research work on this aspect, including at least three well-known L-fuzzy metrics, with which the academic community has gradually become familiar. In addition, there was an even more interesting L-fuzzy metric recently discovered, which is parallel to the mentioned three L-fuzzy metrics. To explain the four L-fuzzy metrics, we list them below one by one.
The first is the Erceg metric, presented in 1979 by M.A. Erceg [4]. Due to the complexity of its definition given by M.A. Erceg, it is very inconvenient and difficult to conduct in-depth research on this metric. In 1993, Peng Yuwei [5] provided a pointwise expression for the Erceg metric. Based on Peng’s result, later on, this metric was further simplified by P. Chen and F.G. Shi (see [6,7]) as below.
(I) An Erceg pseudo-metric on is a mapping , satisfying the following properties:
- (A1)
- if , then ;
- (A2)
- ;
- (B1)
- ;
- (A3)
- , s.t. s.t. .
- An Erceg pseudo-metric p is called an Erceg metric if it further satisfies the following property:
- (A4)
- if , then ,
- where is the way below relation in Domain Theory and is a completely distributive lattice [37,38].
The second is the Yang–Shi metric (or Shi metric), proposed in 1988 by L.C. Yang [8]. After that, this kind of metric was studied in depth by F.G. Shi and P. Chen (see [6,7,9,10,11,39] etc.), and was ultimately defined [11] as follows.
(II) A Yang–Shi pseudo-metric (resp., Yang–Shi metric) on is a mapping , satisfying (A1)–(A3) (resp., (A1)–(A4)) and the following property:
- (B2)
- .
The third is the Deng metric, supplied in 1982 by Z.K. Deng [12], which was only limited to the special lattice originally . Recently, it was extended to by P. Chen [13] as follows:
(III) A Deng pseudo-metric (resp., Deng metric) on is a mapping , satisfying (A1)–(A3) (resp., (A1)–(A4)) and the following property:
- (B3)
- .
In short, the above three L-fuzzy metrics are defined by using the same (A1)–(A4) but different (B1), (B2) and (B3). Inspired by this, we conclude that there is another new L-fuzzy metric [9], as below.
(IV) A Chen pseudo-metric (resp., Chen metric) on is a mapping , satisfying (A1)–(A3) (resp., (A1)–(A4)) and the following property:
- (B4)
- .
- Concerning the above four L-fuzzy metrics (I)–(IV), we [9] have investigated the relationships between them on and acquired the following conclusion.
Let the following be true: is a Chen metric}; is an Erceg metric}; is a Deng metric}; is a Yang–Shi metric}. Then, .
In summary, although many scholars have engaged in the research of metrics in L-fuzzy sets, it is a pity that, at the same time, such an important issue has been ignored. Since the term fuzzy metric is a generalization of the classical metric, are there so few generalized L-fuzzy-metrics on ? Therefore, this naturally leads to the following problem: what should the most essential axiomatic system about L-fuzzy metrics consist of on earth? To inquire into these problems, we first of all compare these existing fuzzy metrics on with the classical metric, which is defined as follows.
Definition 1
([40]). A pseudo-metric on a non-empty set X is a function d: , satisfying the following properties:
- (1)
- if , then ;
- (2)
- (triangle inequality) ;
- (3)
- for all .
- The function d is called a metric on X if d still satisfies the following property:
- (4)
- if , then .
- It is easy to check that (A1), (A2), (A3) and (A4) in (I)–(IV) are the generalizations of (1), (2), (3) and (4) in Definition 1, respectively. However, no axioms correspond to (B1), (B2), (B3) or (B4). Therefore, we guess that (B1), (B2), (B3) and (B4) in these fuzzy metrics on are inessential for many purposes, especially their induced topologies. In this article, we affirm this guess, for this put forward a lattice-valued metric on , and show some related properties.
2. Preliminary Information
Throughout this paper, L is a completely distributive lattice with an order reversing involution “ ” [37,38]. X is a nonempty set. is the set of all L-fuzzy sets of X [3]. inherits the structure of lattice L with an order reversing involution in a natural way, by defining ∨, ∧, pointwise. The smallest element and the largest element in are denoted by and , respectively.
Let -; e is called a co-prime if, for any , implies or . The set of all nonzero co-prime elements in L is denoted by . We define , where is an L-fuzzy point [38]. Conveniently, we omit from the notation, namely, we write simply as M. Therefore, M is the set of all nonzero co-prime elements in . Similarly, L-fuzzy set a is called an irreducible element if, for any , implies or . The set of all nonzero irreducible elements on is denoted as J.
Let and a is much lower than b, denoted by , if, for every directed subset , the relation always implies the existence of with . Let and . If (resp., ), then B is called a cover (resp., proper cover) of a. Let . If, for any , there exists some such that , then B is called a refinement C. If B is a proper cover of a and B refines each cover of a, then B is called a minimal set of a. Let be all minimal sets of a. Clearly, the union of the elements of any subfamily of is still a minimal set of a. Therefore, each L-fuzzy set a must correspond to a greatest minimal set, denoted by [38]. Let . Then, belongs to if and only if is much lower than a. Let and . Similarly, if A satisfies the following properties: (1) ; (2) if and , then, for any , there exists some such that ; then, A is claimed as a maximum set of a. Let be all maximum sets of a. Obviously, the union of the elements of any subfamily of is still a maximum set of a. Thus, if there exists a maximum set of a, then there must exist a greatest maximal set of a, denoted as [38]. In addition, we stipulate and . Other unexplained terminologies, notations and further details can be found in [3,9,12,38,40].
Theorem 1
([38]). Let . Then, .
Theorem 2
([38]). Let . Then, .
Definition 2
([38,41]). Let be an L-topological space, and . If , then A is called a closed R-neighborhood of . Let ; if there exists a closed R-neighborhood A of α such that , then B is called an R-neighborhood of α. Meanwhile, is called a Q-neighborhood of α.
3. L-Quasi-Metric on LX
In the section, by comparing the above (I)–(IV) with the classical metric in general topology (see Definition 1), we can, first of all, define a kind of metric on as follows.
Definition 3.
A mapping is called an L-quasi-metric on if it satisfies the following properties:
- (A1)
- if , then ;
- (A2)
- (triangle inequality) .
- An L-quasi-metric p is called an L-pseudo-metric on if it still satisfies the following property:
- (A3)
- , s.t. s.t. .
- An L-pseudo-metric p is called an L-metric on if it still satisfies the following property:
- (A4)
- if , then .
Definition 4.
Given a mapping p: . For , define , , and .
Theorem 3.
If p is an L-quasi-metric on , then .
Proof.
Obviously, when , . Thus, . Conversely, let . Then, by the definition of and the way below relation, there exist and such that and , respectively. Because , according to the conditions (A1) and (A2) in Definition 3, we can obtain . Take s with . Then, , and, consequently, , as desired. □
Theorem 4.
If p is an L-quasi-metric on , then .
Proof.
Clearly, . Conversely, let . Then, by the way below relation for each , there is such that and . According to the conditions (A1) and (A2) in Definition 3, we can obtain , and then we can assert . Consequently, . By Theorem 3, we have . Hence, , and then , as desired. □
Theorem 5.
If p is an L-quasi-metric on , then .
Proof.
By the definitions of and , we need to prove . This proof is as follows. Let . Then, we need to check . Because
if , then , which is equivalent to proving that, for any , it holds that . In fact, let . Since , it holds that by the conditions (A1) and (A2) in Definition 3. Hence, . Because of , we have , and so , as desired. □
Theorem 6.
If p is an L-quasi-metric on , then is a co-topological base, and the co-topology is denoted by .
Proof.
Let be the family of all any intersections of elements of . Now, we check that is a co-topology.
Let (about J, see Section 2) and . We need to prove . Case 1: when and , we can obtain . Therefore, . Case 2: if , then, in view of , we have . Case 3: if or , then, by Theorem 2, we can obtain and . Let . Then, by Theorem 4, we may take two numbers with , , such that and . Therefore, we can obtain , respectively. Let =. Then, by Theorem 5, we have
Similarly, it holds that . Hence, . Consequently, . , as desired. □
Theorem 7.
If p is an L-quasi-metric on and the co-topology is , then is a Q-neighborhood base of α.
Proof.
Given , owing to , we have . In addition, by Theorem 6, we can assert that is a closed set. Therefore, each element of is a Q-neighborhood of . Conversely, let , satisfying . Then, by Theorem 6 and the definition of , we can obtain
It follows that there must exist some such that . As a result, we have . Additionally, in view of , we can assert that is a Q-neighborhood base of . □
Theorem 8.
Suppose that p is a mapping from to . Then, .
Proof.
If , then it is straightforward. Thus, we might as well set . Obviously, by the definition of , we have for each . Thus, . Conversely, let . Then, for each , there exists such that and . Hence, , and then and . Because h is arbitrary, it is true that , as desired. □
Corollary 1.
Let p be an L-quasi-metric on and let be the co-topology. If , then .
Proof.
Let . Then, by Theorem 8, we have , so that . □
Theorem 9.
Let p be an L-quasi-metric on . Then, if and only if .
Proof.
(Sufficiency). Let , . Then, there is such that . Take with . Then, . Hence, . Since , there exists such that and . Because of , by the definition of , we can obtain , and then we have . Hence, . Therefore, we have
(Necessity). For any , we can deduce , and then . Consequently, , as desired. □
Theorem 10.
Let p be an L-quasi-metric on and let be the co-topology. Then,
Proof.
Let . Then, . Thus . Thus, we have for each . Therefore, . Conversely, if , then there exist and such that and . By Theorem 9, we can obtain . Since , we have . Consequently, , so that , as desired. □
4. Some Properties of Spheres in L-Quasi-Metric Space
In this section, we investigate some relationships between several spheres which are defined by using an L-quasi-metric on and show some related properties about L-quasi-metrics by using the following spheres, which play a crucial role in characterizing metric-induced topology.
Definition 5.
Given a mapping , for and , we define the following:
Theorem 11.
Let p be an L-quasi-metric on . Then, (1) ; (2) .
Proof.
. If , then . Thus, . Conversely, let . Then, by the way below relation and (A2) in Definition 3, we can obtain . Taking s with , we have , and then . Consequently, .
(2). Obviously, . Conversely, let . Then, for any , we have . Because s is arbitrary, it is true that . Hence, . Consequently, . □
Theorem 12.
Let p be an L-quasi-metric on . Then, .
Proof.
If , then . Thus, . Conversely, let . Then, it holds that for every . Therefore, there exists such that and , and then . Because u is arbitrary, we have , which implies . Therefore, . □
Theorem 13.
If p is an L-quasi-metric on and for any there is , then .
Proof.
Let . Since , we have . Therefore, by triangle inequality , . Conversely, we have
In view of , we can obtain , as desired. □
Corollary 2.
Let p be an L-quasi-metric on . Then, p is a Yang–Shi pseudo-metric if and only if, for each , it holds that .
Theorem 14.
If mapping satisfies the property(E3) for each and , , then, when , .
Proof.
If , then there exists a number such that , and then . Therefore, , which contradicts (E3). □
Theorem 15.
Let p be an L-quasi-metric on . If , then if and only if .
Proof.
Let . If , then, for each , there exists such that and . Therefore, , so that . This is a contradiction. Thus, .
Conversely, assume that . Then, . Since , it is true that . In view of , we have for any , and then . Therefore, . This is a contradiction. Thus, , as desired. □
A mapping is called a Yang pseudo-metric on if it satisfies (A1)–(A3) and (E3) [8]. Therefore, by Corollary 2 and Theorems 14 and 15, we have the following result.
Corollary 3.
p is a Yang–Shi pseudo-metric if and only if p is a Yang pseudo-metric on .
Theorem 16.
Let p be an L-quasi-metric on . Then, the family is a basis for a topology which is called the metric topology induced by p and denoted by .
Proof.
Let be the set of arbitrary unions of the family. To prove that is a topology, we only need to prove that the intersection of any two elements of belongs to .
Let and let . Case 1: if or , then it is easy to check . Case 2: if and , then . In this case, let . Then, and . Therefore, and . Let . Now, we prove .
Clearly, . Conversely, let . Then, there exists such that , and then . Hence, we can obtain and . Consequently, and . Therefore, and , so that , as desired. □
Theorem 17.
Let p be an L-quasi-metric on . Then, .
Proof.
Let . Obviously, . Conversely, let . Then, by Theorem 16, there exists such that , and then . Let . Given with . Then, . Therefore, , so that , as desired. □
Theorem 18.
Given a mapping , where p satisfies (A3) (see Definition 3). Then, .
Proof.
Let . Since for every (i.e., ), there is such that (i.e., and ), there is with such that , from (A3). Therefore, it must hold that . Otherwise, there exists such that and . Since , we have . In addition, from and , we can deduce , so that . However, this is a contradiction. In short, as long as , it is true that . Thus, , i.e., . Thus, .
Conversely, let . Then, . Thus, there is such that . By (A3) there exists such that , and then . In view of and , we can obtain . Therefore, , i.e., . That is to say that, as long as , it must hold that . It follows that , i.e., , as desired. □
Theorem 19.
A mapping satisfies (A3) if and only if it holds that .
Proof.
If , then there exists x with such that . Because (A3) is equivalent to for any , we can obtain the following formulas:
as desired. □
Corollary 4.
Suppose that mapping satisfies (A3) . Then, .
Proof.
By Theorem 19, , as desired. □
Definition 6.
Suppose that mapping satisfies (A3). Then, for and , define .
Remark 1.
If , then, by Theorem 19, . Furthermore, by Corollary 4 and Definition 6, we have . As a result, if a mapping satisfies (A3), then and are equivalent.
5. L-Pseudo-Metric on LX
In this section, we investigate L-pseudo-metric on . In particular, the relationship between the two topologies: and , which have been presented in Theorem 6 and Theorem 16 respectively, are acquired below.
Theorem 20.
If p is an L-pseudo-metric on , then .
Proof.
By Theorem 18, . Therefore, in view of Theorem 6 and Theorem 16, we can assert that the result is true, as desired. □
Corollary 5.
If p is an L-pseudo-metric on , then .
Proof.
It is easy to check the result by Theorem 10 and Remark 1. □
Theorem 21.
Let p be an L-pseudo-metric on . Then, a sequence such that .
Proof.
Let . Since , we have for every . Therefore, there exists such that , so that .
Conversely, let a sequence such that . Then, by Corollary 1, is a Q-neighborhood of b for any and . Now, we check .
By Theorem 9, we have and . Thus, we need to prove this result: if , then , i.e., . The proof is as follows.
Let and it be true that . If , then
Since , there exists such that, when , we have . Therefore, , so that . Consequently, , as desired. □
Theorem 22.
Let p be an L-pseudo-metric on . Then, is a closed set in .
Proof.
By Corollary 5 and Remark 1, we prove . In addition, when , it is easy to see that . Hence, we have
Therefore, . Conversely, let . Then, for any s with , it is true that . Thus, there exists with and , such that and , so that and . Hence, , and then . By Theorem 12, we have . Consequently, , as desired. □
Theorem 23.
Let p be an L-pseudo-metric on ; then, .
Proof.
Let . Then, there exists such that . Therefore, . Thus, for any , there exists such that , which implies . According to (A3), there exists such that and . Let . Then, , i.e., . That is to say that, as long as , it must hold that . Hence, , i.e., . Therefore, . Thus, there exists such that , and then . It follows that . Consequently, , as desired. □
Theorem 24.
If p is an L-pseudo-metric on , then .
Proof.
Obviously, . Conversely, let . Then, for every , it is true that . Thus, there exists such that and , so that . Because s is arbitrary, we have , and then . Therefore, , as desired. □
Theorem 25.
If p is an L-pseudo-metric on , then .
Proof.
We only need to prove . Let . Then, for every , it is true that . Hence, there exist and such that and , and then . Because , we can obtain . Hence, we have
It follows that , and then According to Theorem 11, we have . As a result, , as desired. □
Because is a closed set, . In general, . Therefore, we give the following result.
Theorem 26.
Let p be an L-pseudo-metric on . If there exists such that and for any satisfying , then .
Proof.
We only need to prove . Due to , we need to prove . According to Theorem 11, we have
Let . Then, we have . Because there is such that , and , we can obtain . Therefore, . As a result, we have , as desired. □
6. Further Properties about L-Pseudo-Metric
In this section, based on a class of spherical mappings, we acquire an equivalent characterization of L-pseudo-metric on in terms of a class of mapping clusters.
Definition 7.
Given a mapping . For any , define and .
Theorem 27.
If p is an L-pseudo-metric on , then it satisfies the following properties:
- (1)
- ;
- (2)
- ;
- (3)
- ;
- (4)
- ;
- (5)
- ;
- (6)
- .
Proof.
and are immediate, by definitions.
(3) Let . Then, according to , Remark 1 and the definition of , (3) is true.
(4) According to Theorem 11 and Corollary 4, it is easy to check that .
(5) We need to prove the following formulas:
In fact, let and let , satisfying that there exists such that . Then, there must exist g with and with such that . Hence,
Thus, . Hence, . Consequently, .
(6) By Theorem 18 and Corollary 4, we can deduce . □
Theorem 28.
Suppose that the family satisfies the above properties – and we define . Then, the following hold:
- (a)
- p is a mapping from to ;
- (b)
- As well as and , p further satisfies ;
- (c)
- p is an L-fuzzy pseudo-metric on ;
- (d)
- .
Proof.
First of all, we prove the following two conclusions:
(i) If , then ;
(ii) If , then .
(i) Suppose that . Then, this means that, for any , it holds that . Therefore, , so that (i) is true.
(ii) Suppose that ; then, there exists such that . By the condition , we have . Thus, , and then (ii) holds.
(a) Let . Then, there exists r such that . By (ii), we can obtain . As for , this is obvious from the definition.
(b) (A1). If , then, according to property (2), for each , there is . In view of (ii), we can obtain . Because r is arbitrary, we have .
(A2). Let , and . Then, for any , we have and . Therefore, by (i), we know and . By (3) and (5), we have
Therefore, by (ii), we can obtain . Because s is arbitrary, we have . Consequently, .
Next, we demonstrate that .
Let . Then, by (A1) and (A2), . If , then . Thus, we might as well suppose . For any , by (ii), we know , which implies that there exists such that , and then . Hence, . Because s is arbitrary, we can assert that . If , then there exists such that . By (ii), we know . Thereby, , so that . This is a contradiction. As a result, we can assert that .
(c) We need to prove (A3). Suppose . Then, by the definition of , we can obtain
Thus, for any , there exists e such that and , and then . By the property (3), we know . In view of the property (6), we can obtain .
Similarly, we can prove that if . Therefore, . By the property (6), we have , which is equivalent to (A3).
(d) Let . If , then there exists such that . By the property (4), for any . Thus, . This is a contradiction. If , then there is a number u satisfying . Since , we can assert that . Therefore, by conclusion (i), it holds that . This contradicts . Consequently, , so that , as desired. □
7. L-Metric on LX
In this section, we shall show the relationship between L-pseudo-metric and L-metric on . First of all we give the following concept.
Definition 8.
The space is claimed if and only if for any .
Theorem 29.
Let p be an L-fuzzy pseudo-metric on . Then, is -space if and only if p satisfies (A4).
Proof.
Let and let . Then, for each , we can obtain . Therefore, . Hence, by (A4) we know , and then .
Conversely, suppose that . Then, for each , we have , and then we can obtain . Therefore, p satisfies (A4). □
Corollary 6.
The space is L-metrizable if and only if it is -space- and L-pseudo-metrizable.
8. Applications
In this section, we further show some related applications of L-quasi (pseudo)-metric on .
Theorem 30.
If p is an L-pseudo-metric on and satisfies the property , then the following apply:
(a) ;
(b) The family is a closed topological base and the topology is denoted by ;
(c) =.
Proof.
First of all we prove the result: (i) for any . In fact, we only need to prove . Let . Then, there exists such that and , so that . Therefore, .
(a) By Theorem 23, we only need to prove . Let . Then, . In addition, for , i.e., , by (A3), there exists such that . By (i), we have , so that . Because implies , we can assert that , i.e., . Hence, .
(b) It needs to be proven that the intersection of any subset of is a topology, i.e.,
because and for any , . Secondly, let and . Then, according to the definition of , it is straightforward for . Thus, we only need to prove that, for any and any , is the intersection of some elements in . The proof is as follows.
Case 1: when or , or is true. Therefore, ;
Case 2: when and we let . Then, according to Theorem 22, we can assert that A is a closed set in . Therefore, we have , i.e., . By (a), we can obtain , as desired.
(c) By (b), we know that it is an open set for every in . By Theorem 20, it is a closed set for every in , which implies =. □
Suppose that, for any , there exists a corresponding Q- base of a and the base is countable. Then, the space is called Q- [41,42].
Theorem 31.
Suppose that p is an L-pseudo-metric on and satisfies the property . Then, (1) is a base of a; (2) the space is .
Proof.
(1) Let satisfying , i.e., A is a closed R-neighborhood of a. Then, by Theorem 8, the family is a closed topology base for . Therefore, . Since , there exists some such that . Let . Then, . Take any satisfying . Since , we have , which implies . Therefore, , so that is a Q- base of a.
(2) Let B be an R-neighborhood of a and let be the set of all rational numbers in . Then, for any , there exists with such that . Therefore, we can assert that is also a Q- base of a, so that is . □
However, if p is an L-pseudo-metric on and satisfies , then is not .
Actually, in 1985, M.K. Luo [43] constructed an example of this kind of metric on whose metric topology had no -locally finite base. Therefore, the topological space is not , so that was, of course, not .
9. Conclusions
In this paper, first, we put forward an L-quasi (pseudo)-metric on and show a series of its related properties. Secondly, we present two topologies: and , generated by an L-quasi-metric with different spherical mappings and prove that if p is further an L-pseudo-metric on . Thirdly, we characterize an equivalent form of the L-metric in terms of a class of mapping clusters and acquire a desired result. Finally, based on the L-metric, we assert that a Yang–Shi metric topology is , but, in general, an Erceg metric topology is not.
In future work, we will continue to investigate the Chen metric on and study this kind of topological space whose topology has a -locally finite base. Beyond that, we also intend to inquire into some questions on the fuzzifying metric topology.
Author Contributions
Conceptualization, P.C.; formal analysis, P.C., B.M. and X.B.; funding acquisition, P.C.; investigation, P.C.; methodology, P.C.; project administration, P.C.; supervision, P.C.; validation, X.B.; visualization, X.B. and B.M.; writing-original draft, P.C.; writing—review and editing, P.C. All authors have read and agreed to the published version of the manuscript.
Funding
The project is funded by Development of Integrated Communication and Navigation Chips and Modules (2021000056).
Data Availability Statement
Not applicable.
Acknowledgments
The author wishes to express deep gratitude to Fu-Gui Shi from Beijing Institute of Technology, and likes to thank the editors and the anonymous reviewers for their fruitful comments and suggestions which lead to a number of improvements of the paper.
Conflicts of Interest
The authors declare no conflict of interest.
References
- Chang, C.L. Fuzzy topological spaces. J. Math. Anal. Appl. 1968, 24, 182–190. [Google Scholar] [CrossRef]
- Zadeh, L.A. Fuzzy sets. Inform. Control 1965, 8, 338–353. [Google Scholar] [CrossRef]
- Goguen, J.A. The fuzzy Tychonoff Theorem. J. Math. Anal. Appl. 1973, 18, 734–742. [Google Scholar] [CrossRef]
- Erceg, M.A. Metric spaces in fuzzy set theory. J. Math. Anal. Appl. 1979, 69, 205–230. [Google Scholar] [CrossRef]
- Peng, Y.W. Simplification of Erceg fuzzy metric function and its application. Fuzzy Set Syst. 1993, 54, 181–189. [Google Scholar]
- Chen, P.; Shi, F.G. Further simplification of Erceg metric and its properties. Adv. Math. 2007, 36, 586–592. (In Chinese) [Google Scholar]
- Chen, P.; Shi, F.G. A note on Erceg pseudo-metric and pointwise pseudo-metric. J. Math. Res. Exp. 2008, 28, 339–443. [Google Scholar]
- Yang, L.C. Theory of p.q. metrics on completely distributive lattices. Chin. Sci. Bull. 1988, 33, 247–250. (In Chinese) [Google Scholar]
- Chen, P. Metrics in L-Fuzzy Topology; China Science Press (Postdoctoral Library): Beijing, China, 2017. (In Chinese) [Google Scholar]
- Shi, F.G. Pointwise quasi-uniformities and p.q. metrics on completely distributive lattices. Acta Math. Sin. 1996, 39, 701–706. (In Chinese) [Google Scholar]
- Shi, F.G.; Zheng, C.Y. Metrization theorems on L-topological spaces. Fuzzy Set Syst. 2005, 149, 455–471. [Google Scholar] [CrossRef]
- Deng, Z.K. Fuzzy pseudo-metric spaces. J. Math. Anal. Appl. 1982, 86, 74–95. [Google Scholar] [CrossRef]
- Chen, P.; Qiu, X. Expansion theorem of Deng metric. Fuzzy Syst. Math. 2019, 33, 54–65. (In Chinese) [Google Scholar]
- Adibi, H.; Cho, Y.; O’regan, D.; Saadati, R. Common fixed point theorems in L-fuzzy metric spaces. Appl. Math. Comput. 2006, 182, 820–828. [Google Scholar] [CrossRef]
- Al-Mayahi, N.F.; Ibrahim, L.S. Some properties of two-fuzzy metric spaces. Gen. Math. Notes 2013, 17, 41–52. [Google Scholar]
- Çayh, G.D. On the structure of uninorms on bounded lattices. Fuzzy Set Syst. 2019, 357, 2–26. [Google Scholar]
- Chen, P.; Duan, P. Research on a kind of pointwise parametric in L lattices. Fuzzy Syst. Math. 2016, 30, 23–30. (In Chinese) [Google Scholar]
- Chen, P.; Duan, P. Research of Deng metric and its related problems. Fuzzy Syst. Math. 2015, 29, 28–35. (In Chinese) [Google Scholar]
- Chen, P. The relation between two kinds of metrics on lattices. Ann. Fuzzy Sets Fuzzy Log. Fuzzy Syst. 2011, 1, 175–181. [Google Scholar]
- Diamond, P.; Kloeden, P. Metric spaces of fuzzy sets. Fuzzy Set Syst. 1990, 35, 241–249. [Google Scholar] [CrossRef]
- Eklund, P.; Gäbler, W. Basic notions for topology I. Fuzzy Set Syst. 1988, 26, 171–195. [Google Scholar] [CrossRef]
- Eklund, P.; Gäbler, W. Basic notions for topology II. Fuzzy Set Syst. 1988, 27, 333–356. [Google Scholar] [CrossRef]
- George, A.; Veeramani, P. On some results in fuzzy metric spaces. Fuzzy Set Syst. 1994, 64, 395–399. [Google Scholar] [CrossRef]
- Kim, D.S.; Kim, Y.K. Some properties of a new metric on the space of fuzzy numbers. Fuzzy Set Syst. 2004, 145, 395–410. [Google Scholar] [CrossRef]
- Morillas, S.; Gregori, V.; Peris-Fajarnés, G. A fast impulsive noise color image filter using fuzzy Metrics. Real-Time Imaging 2005, 11, 417–428. [Google Scholar] [CrossRef]
- Morsi, N.N. On fuzzy pseudo-normed vector spaces. Fuzzy Set Syst. 1988, 27, 351–372. [Google Scholar] [CrossRef]
- Sharma, S. Common fixed point theorems in fuzzy metric spaces. Fuzzy Set Syst. 2002, 127, 345–352. [Google Scholar] [CrossRef]
- Šostak, A.P. Basic structures of fuzzy topology. J. Math. Sci. 1996, 78, 662–701. [Google Scholar] [CrossRef]
- Yager, R.R. Defending against strategic manipulation in uninorm-based multi-agent decision making. Fuzzy Set Syst. 2003, 140, 331–339. [Google Scholar] [CrossRef]
- Huang, H. Characterizations of endograph metric and Γ-convergence on fuzzy sets. Fuzzy Sets Syst. 2018, 350, 55–84. [Google Scholar] [CrossRef]
- Hutton, B. Uniformities on fuzzy topological spaces. J. Math. Anal. Appl. 1977, 58, 559–571. [Google Scholar] [CrossRef]
- Shi, F.G. (L,M)-fuzzy metric spaces. Indian J. Math. 2010, 52, 231–250. [Google Scholar]
- Liang, J.H. A few problems in fuzzy metric spaces. Ann. Math. 1984, 6A, 59–67. (in Chinese). [Google Scholar]
- Liang, J.H. Pointwise characterizations of fuzzy metrics and its applications. Acta Math. Sin. 1987, 30, 733–741. (In Chinese) [Google Scholar]
- Luo, M.K. Paracompactness in fuzzy topological spaces. J. Math. Anal. Appl. 1988, 130, 55–77. [Google Scholar] [CrossRef]
- Qiu, D.; Dong, R.; Li, H. On metric spaces induced by fuzzy metric spaces. Iran. J. Fuzzy Syst. 2016, 13, 145–160. [Google Scholar]
- Gierz, G.; Hofmann, K.H.; Keimel, K.; Lawson, J.D.; Mislove, M.; Scott, D.S. A Compendium of Continuous Lattices; Springer: Berlin/Heidelberg, Germany, 1980. [Google Scholar]
- Wang, G.J. Theory of L-Fuzzy Topological Spaces; Shaanxi Normal University Publishers: Xi’an, China, 1988. (In Chinese) [Google Scholar]
- Shi, F.G. Pointwise pseudo-metrics in L-Fuzzy set theory. Fuzzy Set Syst. 2001, 121, 209–216. [Google Scholar] [CrossRef]
- Kelley, J.L. General Topology; Springer Science: Berlin, Germany, 1975. [Google Scholar]
- Pu, P.M.; Liu, Y.M. Fuzzy topology I. neighborhood structure of a fuzzy point and Moore-Smith convergence. J. Math. Anal. Appl. 1980, 76, 571–599. [Google Scholar]
- Liang, J.H. Fuzzy Smirnov-Nagata metrization theorem. Northeast. Math. J. 1987, 3, 419–428. (In Chinese) [Google Scholar]
- Luo, M.K. A note on fuzzy paracompact and fuzzy metric. J. Sichuan Univ. 1985, 4, 141–150. (In Chinese) [Google Scholar]
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2023 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/).