Volume 2012, Issue 1 648983
Research Article
Open Access

Generalized Lower and Upper Approximations in Quantales

Qimei Xiao

Qimei Xiao

College of Mathematics and Econometrics, Hunan University, Changsha, Hunan 410082, China hnu.edu.cn

School of Mathematics and Computer Science, Changsha University of Science and Technology, Changsha, Hunan 410004, China csust.edu.cn

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Qingguo Li

Corresponding Author

Qingguo Li

College of Mathematics and Econometrics, Hunan University, Changsha, Hunan 410082, China hnu.edu.cn

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First published: 01 February 2012
Citations: 11
Academic Editor: Jin L. Kuang

Abstract

We introduce the concepts of set-valued homomorphism and strong set-valued homomorphism of a quantale which are the extended notions of congruence and complete congruence, respectively. The properties of generalized lower and upper approximations, constructed by a set-valued mapping, are discussed.

1. Introduction

The concept of Rough set was introduced by Pawlak [1] as a mathematical tool for dealing with vagueness or uncertainty. In Pawlak’s rough sets, the equivalence classes are the building blocks for the construction of the lower and upper approximations. It soon invoked a natural question concerning a possible connection between rough sets and algebraic systems. Biswas and Nanda [2] introduced the notion of rough subgroups. Kuroki [3] and Qimei [4] introduced the notions of a rough ideal and a rough prime ideal in a semigroup, respectively. Davvaz in [5] introduced the notion of rough subring with respect to an ideal of a ring. Rough modules have been investigated by Davvaz and Mahdavipour [6]. Rasouli and Davvaz studied the roughness in MV-algebra [7]. In [812], the roughness of various hyperstructures are discussed. Further, some authors consider the rough set in a fuzzy algebraic system, see [1316]. The concept of quantale was introduced by Mulvey [17] in 1986 with the purpose of studying the spectrum of C*-algebra, as well as constructive foundations for quantum mechanics. There are abundant contents in the structure of quantales, because quantale can be regarded as the generalization of frame. Since quantale theory provides a powerful tool in studying noncommutative structures, it has wide applications, especially in studying noncommutative C*-algebra theory, the ideal theory of commutative ring, linear logic, and so on. The quantale theory has aroused great interests of many researchers, and a great deal of new ideas and applications of quantale have been proposed in twenty years [1824].

The majority of studies on rough sets for algebraic structures such as semigroups, groups, rings, and modules have been concentrated on a congruence relation. An equivalence relation is sometimes difficult to be obtained in real-world problems due to the vagueness and incompleteness of human knowledge. From this point of view, Davvaz [25] introduced the concept of set-valued homomorphism for groups. And then, Yamak et al. [26, 27] introduced the concepts of set-valued homomorphism and strong set-valued homomorphism of a ring and a module. In this paper, the concepts of set-valued homomorphism and strong set-valued homomorphism in quantales are introduced. We discuss the properties of generalized lower and upper approximations in quantales.

2. Preliminaries

In this section, we give some basic notions and results about quantales and rough set theory (see [19, 22, 25, 28]), which will be necessary in the next sections.

Definition 2.1. A quantale is a complete lattice Q with an associative binary operation ∘ satisfying

()
for all a, b, ai, biQ(iI).

An element eQ is called a left (right) unit if and only if ea = a (ae = a), e is called a unit if it is both a right and left unit.

A quantale Q is called a commutative quantale if ab = ba for all a, bQ.

A quantale Q is called an idempotent quantale if aa = a for all aQ.

A subset S of Q is called a subquantale of Q if it is closed under ∘ and arbitrary sups.

In a quantale Q, we denote the top element of Q by 1 and the bottom by 0. For A, BQ, we write AB to denote the set {abaA, bB}, AB to denote {abaA, bB} and .

Definition 2.2. Let Q be a quantale, a subset IQ is called a left (right) ideal of Q if

  • (1)

    a, bI implies abI,

  • (2)

    aI, bQ and ba imply bI for all,

  • (3)

    aQ and xI imply axI (xaI).

A subset IQ is called an ideal if it is both a left and a right ideal.

Let X be a subset of Q, we write ↓X = {yQyx for some xX}, X is a lower set if and only if X = ↓X. It is obvious that an ideal I is a directed lower set. For every (left, right) ideal I of Q, it is easy to see that 0 ∈ I.

An ideal of Q is called a prime ideal if abI implies aI or bI for all a, bQ.

An ideal I of Q is called a semi-prime ideal if aaI implies aI for all aQ.

An ideal I of Q (IQ) is called a primary ideal if for all a, bQ, abI and aI imply bnI for some n > 0. ().

Definition 2.3. A nonempty subset MQ is called an m-system of Q, if for all a, bM, ↓(a∘1∘b)∩M.

A nonempty subset SQ is called a multiplicative set of Q, if abS for all a, bS.

Every ideal of Q is both an m-system and a multiplicative set.

Definition 2.4. Let Q be a quantale, an equivalence relation θ on L is called a congruence on Q if for all a, b, c, d, ai, biQ  (iI), we have

  • (1)

    aθb, cθd⇒(ac)θ(bd),

  • (2)

    .

It is obvious that [a] θ∘[b] θ⊆[ab] θ, for all a, b, aiQ  (iI).

Definition 2.5. Let Q be a quantale, a congruence θ on Q is called a complete congruence, if

  • (1)

    [a] θ∘[b] θ = [ab] θ for all a, bQ,

  • (2)

    for all aiQ  (iI).

Definition 2.6. Let (Q1, ∘1) and (Q2, ∘2) be two quantales. A map f : Q1Q2 is said to be a homomorphism if

  • (1)

    f(a  1  b) = f(a)∘2f(b) for all a, bQ1;

  • (2)

    for all aiQ1  (iI).

Definition 2.7. Let U and W be two nonempty universes. Let T be a set-valued mapping given by T : UP(W), where P(W) denotes the set of all subsets of W. Then the triple (U, W, T) is referred to as a generalized approximation space. For any set AW, the generalized lower and upper approximations, T(A) and T(A), are defined by

()

The pair (T(A), T(A)) is referred to as a generalized rough set.

From the definition, the following theorems can be easily derived.

Theorem 2.8. Let U, W be nonempty universes and T : UP*(W) be a set-valued mapping, where P*(W) denotes the set of all nonempty subsets of W. If AW, then T(A)⊆T(A).

If W = U and RT = {(x, y)∣yT(x)} is an equivalence relation on U, then the pair (U, RT) is the Pawlak approximation space. Therefore, a generalized rough set is an extended notion of Pawlak’s rough set.

Theorem 2.9. Let (U, W, T) be a generalized approximation space, its lower and upper approximation operators satisfy the following properties. For all A, BP(W),

  • (1)

    T(A) = (T(Ac)) c, T(A) = (T(Ac)) c,

  • (2)

    T(W) = U, T() = ,

  • (3)

    T(AB) = T(A)∩T(B), T(AB) = T(A) ∪ T(B),

  • (4)

    ABT(A)⊆T(B), T(A)⊆T(B),

  • (5)

    T(AB)⊇T(A) ∪ T(B), T(AB)⊆T(A)∩T(B),

where Ac is the complement of the set A.

3. Generalized Rough Subsets in Quantales

In this paper, (Q1, ∘1) and (Q2, ∘2) are two quantales.

Theorem 3.1. Let T : Q1P(Q2) be a set-valued mapping and A, BQ2. Then

  • (1)

    T(A) ∪ T(B)⊆T(AB), if 0 ∈ AB,

  • (2)

    T(A) ∪ T(B)⊆T(A  2  B), if eAB,

  • (3)

    T(A)∩T(B)⊆T(AB),

  • (4)

    T(A)∩T(B)⊆T(AB), if Q2 is an idempotent quantale,

  • (5)

    T(A) ∪ T(B)⊆T(AB), if 0 ∈ AB,

  • (6)

    T(A) ∪ T(B)⊆T(A  2  B), if eAB.

Proof. (1) Suppose that aA, we have a = a∨0 ∈ AB for 0 ∈ B. So AAB. Similarly, BAB. So ABAB. By Theorem 2.9, we have T(A) ∪ T(B) = T(AB)⊆T(AB).

(2) Suppose that aA, we have a = a  2  eA  2  B for eB. So AA  2  B. Similarly, BA  2  B. So ABA  2  B. By Theorem 2.9, we have T(A) ∪ T(B) = T(AB)⊆T(A  2  B).

(3) It is obvious that ABAB. By Theorem 2.9, we have T(A)    T(B) = T(A    B)⊆T(AB).

(4) Since Q2 is an idempotent quantale, we have ABAB. By Theorem 2.9, we have T(A)∩T(B) = T(AB)⊆T(A  2  B).

(5) and (6) The proofs are similar to (1) and (2), respectively.

Definition 3.2. A set-valued mapping T : Q1P(Q2) is called a set-valued homomorphism if

  • (1)

    T(a)  2  T(b)⊆T(a  1  b) for all a, bQ1,

  • (2)

    for all aiQ1(iI).

T is called a strong set-valued homomorphism if the equalities in (1), (2) hold.

Example 3.3. (1) Let θ be a congruence on Q2. Then the set-valued mapping T : Q1P(Q2) defined by T(x) = [x] θ is a set-valued homomorphism but not necessarily a strong set-valued homomorphism. If θ is complete, then T is a strong set-valued homomorphism.

(2) Let f be a quantale homomorphism from Q1 to Q2. Then the set-valued mapping T : Q1P(Q2) defined by T(a) = {f(a)} is a strong set-valued homomorphism.

Theorem 3.4. Let T : Q1P(Q2) be a set-valued homomorphism and A, BQ2. Then

  • (1)

    T(A)∨T(B)⊆T(AB),

  • (2)

    T(A)  1  T(B)⊆T(A  2  B),

  • (3)

    T(A)∩T(B)⊆T(AB),

  • (4)

    T(A)∩T(B)⊆T(A  2  B), if Q1 is an idempotent quantale.

Proof. (1) Suppose that cT(A)∨T(B), there exist aT(A), bT(B) such that c = ab. So there exist xAT(a) and yBT(b). Hence xyAB and xyT(a)∨T(b). Since T is a set-valued homomorphism, we have xyT(ab). Therefore, T(ab)∩(AB) ≠ which implies that c = abT(AB).

(2) The proof is similar to (1).

(3) Suppose that xT(A)    T(B), there exist aAT(x) and bBT(x). Since T is a set-valued homomorphism, we have abT(x)∨T(x)⊆T(x). So abT(x)∩(AB) which implies that xT(AB).

(4) Suppose that xT(A)    T(B), there exist aA    T(x) and bB    T(x). Since T is a set-valued homomorphism and Q1 is idempotent, we have abT(x)  2  T(x)⊆T(x  1  x) = T(x). So abT(x)∩(AB) which implies that xT(A  2  B).

Theorem 3.5. Let T : Q1P(Q2) be a strong set-valued homomorphism and A, BQ2. Then

  • (1)

    T(A)∨T(B)⊆T(AB),

  • (2)

    T(A)  1  T(B)⊆T(A  2  B).

Proof. (1) Suppose that cT(A)∨T(B), there exist aT(A), bT(B) such that c = ab. Hence T(a)⊆A and T(b)⊆B. Since T is a strong set-valued homomorphism, we have T(ab) = T(a)∨T(b)⊆AB which implies that c = abT(AB).

(2) The proof is similar to (1).

4. Generalized Rough Ideals in Quantales

Theorem 4.1. Let T : Q1P(Q2) be a set-valued mapping. If I and J are, respectively, a right and a left ideal of Q2, then

  • (1)

    T(I  2  J)⊆T(I)∩T(J),

  • (2)

    T(I  2  J)⊆T(I)∩T(J),

  • (3)

    T(IJ)⊆T(I)∩T(J),

  • (4)

    T(I)∧T(J) = T(IJ),

  • (5)

    T(I) ∪ T(J)⊆T(IJ),

  • (6)

    T(I) ∪ T(J)⊆T(IJ).

If Q1 is an idempotent quantale and T is a set-valued homomorphism, then the equalities in (1)–(3) hold.

Proof. Since I and J are, respectively, a right and a left ideal of Q2, we have I  2  JIJ, IJ = IJ and oIJ. By Theorem 2.9, we get the conclusion (1)–(4). By Theorem 3.1, we get (5) and (6).

If Q1 is idempotent, we first show that T(I)∩T(J)⊆T(I  2  J). Suppose that xT(I)∩T(J), there exist yI, zJ such that y, zT(x). So, y  2  zI  2  J and y  2  zT(x)  2  T(x). Since T is a set-valued homomorphism and Q1 is idempotent, we have y  2  zT(x  1  x) = T(x). Therefore, xT(I  2  J). So the equality in (1) holds. Since Q1 is idempotent, we have IJI  2  J. So IJ = I  2  J = IJ. By Theorem 2.9, we get T(I  2  J) = T(IJ) = T(I)∩T(J). Since the equality in (1) holds, we have T(IJ) = T(I  2  J) = T(I)∩T(J).

Lemma 4.2. Let T : Q1P(Q2) be a set-valued homomorphism. If A is a lower set of Q2, then T(A) is a lower set of Q1.

Proof. Suppose xyT(A), then T(y)⊆A. Let zT(x), aT(y), we have zaT(x)∨T(y)⊆T(xy) = T(y)⊆A. Since A is a lower set, we have zA. Therefore, T(x)⊆A which implies that xT(A).

Lemma 4.3. Let T : Q1P(Q2) be a strong set-valued homomorphism. If A is a lower set of Q2, then T(A) is a lower set of Q1.

Proof. Suppose that xyT(A), there exists zT(y)∩A. Since T is a strong set-valued homomorphism, we have T(x)∨T(y) = T(xy) = T(y). So there exist aT(x), bT(y) such that z = ab. Since A is a lower set, we have aA. Thus T(x)∩A which follows that xT(A).

Lemma 4.4. Let T : Q1P(Q2) be a set-valued homomorphism and A a nonempty subset of Q2. If A is closed under arbitrary (resp., finite) sups, then T(A) is closed under arbitrary (resp., finite) sups.

Proof. Let BT(A). For each bB, we have bT(A), then there exist xbT(b)∩A. Since T is a set-valued homomorphism, we have . And we have for A is closed under arbitrary sups. So T(⋁ B)∩A which implies that ⋁ BT(A).

Lemma 4.5. Let T : Q1P(Q2) be a strong set-valued homomorphism and A a nonempty subset of Q2. If A is closed under arbitrary (resp., finite) sups, then T(A) is closed under arbitrary (resp., finite) sups.

Proof. Let BT(A). For each bB, we have T(b)⊆A. Since T is a strong set-valued homomorphism, we have T(⋁ B) = ⋁ T(B). Suppose zT(⋁ B) = ⋁ T(B), there exist xbT(b)⊆A (bB) such that . Since A is closed under arbitrary sups, we have . So T(⋁ B)⊆A which implies that ⋁ BT(A).

Theorem 4.6. Let T : Q1P(Q2) be a set-valued homomorphism. If A is a subquantale of Q2, then T(A) is a subquantale of Q1.

Proof. Since T is a set-valued homomorphism and A is a subquantale, by Theorems 3.4 and 2.9, we have T(A)  1  T(A)⊆T(A  2  A)⊆T(A). So, T(A) is closed under ∘1.

Since A is closed under arbitrary sups, by Lemma 4.4, we get T(A) is closed under arbitrary sups.

Theorem 4.7. Let T : Q1P(Q2) be a strong set-valued homomorphism. If A is a subquantale of Q2, then T(A) is a subquantale of Q1.

Proof. The proof is similar to Theorem 4.6.

Theorem 4.8. Let T : Q1P*(Q2) be a strong set-valued homomorphism and I a right (left) ideal of Q2. Then T(I) is, if it is nonempty, a right (left) ideal of Q1.

Proof. Suppose that a, bT(I). Since I is closed under finite sups, by Lemma 4.4, we have T(I) is closed under finite sups. So abT(I).

Since I is a lower set, by Lemma 4.3, we have T(I) is a lower set.

Suppose aQ1, xT(I), there exists yIT(x). Since I is a right ideal of Q2, we have y  2  bI for each bT(a)⊆Q2. So y  2  bT(x)  2  T(a)⊆T(x  1  a). Therefore, T(x  1  a)∩I which implies that x  1  aT(I).

Theorem 4.9. Let T : Q1P(Q2) be a strong set-valued homomorphism and I a right (left) ideal of Q2. Then T(I) is, if it is nonempty, a right (left) ideal of Q1.

Proof. Suppose a, bT(I). Since I is closed under finite sups, by Lemma 4.5, we have T(I) is closed under finite sups. So, abT(I).

Since I is a lower set, by Lemma 4.2, we have T(I) is a lower set.

Suppose aQ1, xT(I), we have T(x)⊆I. Let yT(x  1  a). Since T is a strong set-valued homomorphism, we have yT(x)  2  T(a), then there exist y1T(x)⊆I, y2T(a) such that y = y1  2  y2. Since I is a right ideal, we have y = y1  2  y2I. Therefore, T(x  1  a)⊆I which implies that x1aT(I).

Definition 4.10. A subset AQ2 is called a generalized rough ideal (subquantale) of Q1 if T(A) and T(A) are ideals (subquantales) of Q1.

The following corollary follows from Theorems 4.64.9.

Corollary 4.11. Let T : Q1P(Q2) be a strong set-valued homomorphism and I an ideal (a subquantale) of Q2. If T(I) and T(I) are nonempty, then I is a generalized rough ideal (subquantale) of Q1.

From the above, we know that an ideal is a generalized rough ideal with respect to a strong set-valued homomorphism. The following example shows that the converse does not hold in general.

Example 4.12. Let Q1 = {0, a, 1} and Q2 = {0, b, c, 1} be quantales shown in Figures 1 and 2 and Tables 1 and 2.

Let T : Q1P(Q2) be a strong set-valued homomorphism as defined by T(0) = {0}, T(a) = {b, c}, T(1) = {1}. Let A = {0, b, c}⊆Q2, B = {b, c}⊆Q2, then T(A) = {0, a} = T(A) and T(B) = {a} = T(B). It is obvious that A is a generalized rough ideal of Q1 but A is not an ideal of Q2 and B is a generalized rough subquantale of Q1 but B is not a subquantale of Q2.

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2 0′ b c 1′
0′ 0′ b c 1′
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Theorem 4.13. Let T : Q1P(Q2) be a strong set-valued homomorphism and I a prime ideal of Q2. Then T(I) is, if it is nonempty, a prime ideal of Q1.

Proof. By Theorem 4.8, we get T(I) is an ideal of Q1.

Let a  1  bT(I), there exists xIT(a  1  b). Since T is a strong set-valued homomorphism, we have xT(a)  2  T(b), then there exist yT(a), zT(b) such that x = y  2  zI. Since I is a prime ideal of Q2, we have yI or zI. So T(a)∩I or T(b)∩I which implies that aT(I) or bT(I).

Theorem 4.14. Let T : Q1P(Q2) be a strong set-valued homomorphism and I a prime ideal of Q2. Then T(I) is, if it is nonempty, a prime ideal of Q1.

Proof. By Theorem 4.9, we get T(I) is an ideal of Q1.

Let a  1  bT(I), we have T(a1b)⊆I. Since T is a strong set-valued homomorphism, we have T(a)  2  T(b)⊆I. We assume that aT(I), then T(a)⊈I, there exists xT(a) but xI. If yT(b), then x  2  yT(a)  2  T(b)⊆I. Since I is a prime ideal of Q2, we have yI. Therefore, T(b)⊆I which implies that bT(I).

We call IQ2 is a generalized rough prime ideal of Q1 if T(I) and T(I) are ideals of Q1.

Theorem 4.15. Let T : Q1P(Q2) be a strong set-valued homomorphism and I a semiprime ideal of Q2. Then T(I) is, if it is nonempty, a semiprime ideal of Q1.

Proof. By Theorem 4.9, we get T(I) is an ideal of Q1.

Suppose that a  1  aT(I), we have T(a  1  a)⊆I. Let xT(a), we have x  2  xT(a)  2  T(a)⊆T(a  1  a)⊆I. Since I is a semi-prime ideal, we have xI. So T(a)⊆I which implies that aT(I).

Theorem 4.16. Let T : Q1P(Q2) be a strong set-valued homomorphism and I a primary ideal of Q2. Then T(I) is, if T(I) ≠ and T(I) ≠ Q1, a primary ideal of Q1.

Proof. By Theorem 4.8, we get T(I) is an ideal of Q1.

Suppose that a, bQ, a  1  bT(I) and aT(I), there exists xIT(a  1  b). Since T is a strong set-valued homomorphism, we have xT(a)  2  T(b), there exist yT(a), zT(b) such that x = y  2  zI. Since aT(I), we get yI. Since I is a primary ideal, we have znI for some n > 0 Since T is a strong set-valued homomorphism, we have znT(bn). So T(bn)∩I which implies that bnT(I).

Theorem 4.17. Let T : Q1P(Q2) be a strong set-valued homomorphism and I a primary ideal of Q2. Let Q2 be a commutative quantale and T(x) a finite set for each xQ1. Then T(I) is, if T(I) ≠ and T(I) ≠ Q1, a primary ideal of Q1.

Proof. By Theorem 4.9, we get T(I) is an ideal of Q1.

Suppose a, bQ, a  1  bT(I) and aT(I), then T(a  1  b)⊆I and T(a)⊈I. So there exists xT(a) with xI. We assume that T(b) = {y1, y2, …, ym}, then x  2  yiT(a)  2  T(b)⊆T(a  1  b)⊆I(i = 1,2, …, m). Since I is a primary ideal, there exists for some ni > 0  (i = 1,2, …, m). Let n = max {nii = 1,2, …, m}. Since I is an ideal, we have . Let zT(bmbn) = T(b) mn. Since Q2 is commutative, there exists {i1, i2, …, is}⊆{1,2, …, m} such that with t1 + t2 + ⋯+ts = mn, where tj > 0  (j = 1,2, …, s). Assume that tj < n, (j = 1,2, …, s), then t1 + t2 + ⋯+ts < snmn. It contradicts with t1 + t2 + ⋯+ts = mn. Therefore, there is 1 ≤ ks such that tkn, (j = 1,2, …, s), we have . Since I is an ideal, we get zI. Hence T(bmn)⊆I which implies that bmnT(I).

Theorem 4.18. Let T : Q1P(Q2) be a set-valued homomorphism. If S is a multiplicative set of Q2, then T(S) is, if it is nonempty, a multiplicative of Q1. If T is a strong set-valued homomorphism, then T(S) is, if it is nonempty, a multiplicative of Q1.

Proof. Suppose that a, bT(S), there exist xT(a)∩S, yT(b)∩S. Hence xyT(a)∘2T(b)⊆T(a1b). Since S is a multiplicative set, we have x2yS. Therefore, x2yT(a1b)∩S which implies that a1bT(S).

Suppose a, bT(S), then T(a)⊆S, T(b)⊆S. Let xT(a  1  b). Since T is a strong set-valued homomorphism, we have xT(a)  2  T(b). There exist yT(a)⊆S, zT(b)⊆S such that x = y  2  z. Since S is a multiplicative set, we have x = y  2  zS. So T(a  1  b)⊆S which implies that a  1  bT(S).

We call AQ2 a generalized rough multiplicative set (m-system) of Q1, if T(A), T(A) are multiplicative sets (m-systems) of Q1.

Theorem 4.19. Let T : Q1P*(Q2) be a set-valued homomorphism. If Q1 is commutative and AQ2 with 1 ∉ T(A), then the following statements are equivalent:

  • (1)

    A is a generalized rough prime ideal of Q1,

  • (2)

    A is a generalized rough ideal and Ac is a generalized rough multiplicative set of Q1,

  • (3)

    A is a generalized rough ideal and Ac is a generalized rough m-system of Q1.

Proof. (1)(2): Since A is a generalized rough prime ideal of Q1, we get A is a generalized rough ideal of Q1 and T(A), T(A) are prime ideals of Q1. Now we show that T(Ac) is a multiplicative set. Let a, bT(Ac). By Theorem 2.9(1), we have a, b ∈ (T(A)) c. Since T(A) is a prime ideal, we have a  1  bT(A) which implies that a  1  b ∈ (T(A)) c = T(Ac). So T(Ac) is a multiplicative set. Similarly, T(Ac) is a multiplicative set.

(2)(3): Let a, bT(Ac). Since 1 ∉ T(A) and T(1) ≠ , we have 1 ∈ T(Ac). Since T(Ac) is a multiplicative set, we have a  1  1  1  bT(Ac). So ↓(a  1  1  1  b)∩T(Ac) ≠ . Therefore, T(Ac) is an m-system. Similarly, we have T(Ac) is a m-system.

(3)(1): Let a  1  bT(A). Suppose aT(A) and bT(A), then a, b ∈ (T(A)) c = T(Ac). Since T(Ac) is an m-system, we have ↓(a  1  1  1  b)∩T(Ac) ≠ . Thus ↓(a  1  1  1  b)∩(T(A)) c. Since T(A) is an ideal and Q1 is commutative, we have a  1  1  1  bT(A) and ↓(a  1  1  1  b)⊆T(A). It contradicts with ↓(a  1  1  1  b)∩(T(A)) c. So, aT(A) or bT(A). Therefore, T(A) is a prime ideal. Similarly, we have T(A) as a prime ideal.

5. Conclusion

The Pawlak rough sets on the algebraic sets such as semigroups, groups, rings, modules, and lattices were mainly studied by a congruence relation. However, the generalized Pawlak rough set was defined for two universes and proposed on generalized binary relations. Can we extended congruence relations to two universes for algebraic sets? Therefore, Davvaz [25] introduced the concept of set-valued homomorphism for groups which is a generalization of the concept of congruence. In this paper, the concepts of set-valued homomorphism and strong set-valued homomorphism of quantales are introduced. We construct generalized lower and upper approximations by means of a set-valued mapping and discuss the properties of them. We obtain that the concept of generalized rough ideal (subquantale) is the extended notion of ideal (subquantale). Many results in [29] are the special case of the results in this paper. It is an interesting research topic of rough set, we will further study it in the future.

Acknowledgments

The authors are grateful to the reviewers for their valuable suggestions to improve the paper. This work was supported by the National Science Foundation of China (no. 11071061).

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