Abstract
Rough sets are an emerging mathematical tool in the field of data analysis. The relation between rough sets and algebraic systems (groups, rings and modules etc.) has already been identified. In this paper we studied the lower and upper approximations of a rough set in a quotient group. It can be proved that under certain assumptions the lower approximation is a normal subgroup of the quotient group; however this result is not valid for the upper approximation. We developed several homomorphisms between two lower approximations of the quotient groups.
Introduction
Theory of rough sets was proposed by Pawlak [16]. The theory of rough sets is an extension of the set theory. A rough set is a subset of a universal set, defined by a pair of ordinary sets called the lower and upper approximations. These approximations help us in extraction of useful information hidden in the unprocessed data for decision making. Its valuable features made its successful implementation to many real life applications. In this theory equivalence relations play a key role in treating abstraction and imprecision in the data. This theory has been successfully implemented to many real life problems. Most noteworthy amongst its various applications are data mining, and pattern recognition. In the recent years, this theory witnessed appreciable development. Researchers foresee this as an alternate to statistical approach for resolving complex problems in data analysis. Most of the sets are based on the imprecise information. In the analysis of such kind of information, mathematical logics are extremely helpful.
Some researchers have studied the rough algebraic structures. In [2, 8] and [15] the concept of rough groups, rough quotient groups is established. In [14] Kuroki and Wang introduced the notion of the lower and upper approximations with respect to a normal subgroup in a group. Moreover they also defined the lower and upper approximations with respect to a t-level subset of a fuzzy normal subgroup.
In [12], Kuroki set up the rough left (resp., right and bi-) ideals in a semigroup. He has also defined the lower and upper approximations of a quotient semigroup with respect to a congruence relation over a semigroup. Kuroki verified that these are left (resp., right and bi-) ideals in the quotient semigroup. Xiao and Zhang [19] has established the relations between the upper (lower) rough prime ideals and rough fuzzy prime ideals in a semigroup.
After that Zhan and Davvaz come up with the idea of rough rings and ideals (see [5] and [20]). They introduced the notion of rough sub-ring (resp., ideal) with respect to an ideal of a ring which is an extended notion of a sub-ring (resp., ideal) in a ring. Also they confirmed several properties of the lower and upper approximations with respect to an ideal in a ring.
In [6], Davvaz defined the upper rough ideal in a ring R with respect to a t-level congruence relation of a fuzzy ideal on R. In [1], Bi-cai introduced anti-homomorphism of a group. Isaac and Neelima [11] have studied some properties related to rough ring homomorphism and anti-homomorphism. Additionally, Han et al. [10] defined the rough ring in an approximation space. In 2006, Davvaz and Mahdavipour introduced the rough modules [7]. They studied some properties of the lower and the upper approximations in a rough module. In [21] and [22] the roughness in soft hemirings and n-ary semigroups is discussed.
In parallel we introduced the notion of the lower and upper approximations in a quotient group. We studied several properties such as intersection, union and product. Our study revealed that the lower approximation is a normal subgroup of the quotient group. Moreover it is shown that the lower and upper approximations of a normal subgroup of the quotient group do not provide us any new information. We were able to establish some homomorphisms between the two lower approximation spaces.
Lower and upper approximations in a quotient group
First of all in this section we will recall the notation of the rough sets.
Note that it is clear from the definition that
Throughout this paper G will be denoted as a group under multiplication with identity element e. Let N be any normal subgroup of G. Now we define a relation θ over G/N as follows:
Note that xNθyN if and only if they are conjugates in G/N. It is well known that θ is an equivalence relation over the quotient group G/N. Hence (G/N, θ) is an approximation space. We will denote the equivalence class of xN ∈ G/N by [xN]
θ
. So [xN]
θ
is the set of all conjugates of xN in G/N. That is we have:
First of all we will prove the following lemma:
By definition (ax
i
a-1) N ∈ [x
i
N]
θ
for all i = 1, 2. It follows that gN ∈ [x1N]
θ
[x2N]
θ
. It provides the following inclusion:
Let H be any subset of G and N a normal subgroup of G such that N ⊆ H. Then H/N ⊆ G/N is the set of all those elements aN ∈ G/N such that a ∈ H. Moreover if K ⊆ G with N ⊆ K, then (H/N) (K/N) is the following set:
It is clear that (H/N) (K/N) = (HK)/N. Now we define the following sets of G/N:
Then
Suppose that P is the following subset of attributes:
Note that we can make the following identifications: u1 = N, u2 = (1234) N, u3 = (1324) N, u4 = (1243) N, u5 = (123) N and u6 = (132) N . Let θ be the conjugacy relation over U. Suppose that x, y ∈ U have the same disease if and only if xθy. Then we have the following information system (Table 1):
Information system
Information system
Let X = {u2, u5, u6}. Then we have
By definition of the upper approximation we conclude that
If H1 ⊆ H2, then If H1 ⊆ H2, then
(2) Since N ⊆ H
i
for all i = 1, 2, so it follows that N ⊆ H1 ∪ H2. Then
This proves the equality.
(3) Since H
i
⊆ H1 ∪ H2 for all i = 1, 2, it implies that H
i
/N ⊆ (H1 ∪ H2)/N for all i = 1, 2. Then by Lemma 2.6 we have
Note that (4) and (5) are obvious in view of the fact that (H1 ∪ H2)/N = (H1/N) ∪ (H2/N) .
(6) Since H1 ⊆ H2, it implies that H1/N ⊆ H2/N. Then by Lemma 2.6 we have
(7) It can be proved by the same arguments as we used in (6). □
In the following we will show that
Let N = {±1} and H = N ∪ {i, j}. Then it is clear that N is a normal subgroup of G such that N ⊆ H. Moreover H is not a subgroup of G. Then we have
Hence one can see that
Therefore
Then we have
By the above Similar arguments we can prove that
Now let xN be an arbitrary element of
It implies that
Note that in Corollary 2.10 the condition of H1 and H2 are subgroups of G is necessary. In the next we will give an example such that the results in Corollary 2.10 are not true if we skip this condition.
Now H1 ∩ H2 = N . Then (H1 ∩ H2)/N ≠ (H1/N) ∩ (H2/N) . Since N and G both are normal subgroups of G, so by the next Lemma 2.12 it follow that
This proves that the equality does note hold in the statement of the last Corollary 2.10.
In the following we will show that if N and H both are normal subgroups of G such that N ⊆ H, then the lower and upper approximations of H/N does not provide us any new information.
Since h
i
N ∈ H
i
/N for all i = 1, 2, so it induces the following fact:
(2) Suppose that
Now [y1N ]
θ
[y2N]
θ
⊆ ( H1/ N ) (H2/ N) = (H1H2)/ N . It implies that
In the next example we will show that
H1 = N ∪ {(1324)} and H2 = N ∪ {(3412) , (1243)}. Then N is a normal subgroup such that N ⊆ H
i
for all i = 1, 2. Since |G/N|=6 so it follows that
Moreover we have
It implies that
Hence it follows that
AprG/N (H/N) is called an upper rough subgroup (resp., normal subgroup) of G/N if AprG/N (H/N) is called a lower rough subgroup (resp., normal subgroup) of G/N if AprG/N (H/N) is called a rough subgroup (resp., normal subgroup) of G/N if it is both upper and lower rough subgroup (resp., normal subgroup).
As we have shown in Example 2.8 that the lower and upper approximations are not subgroups. But in the next result we will prove that the lower approximation of H/N is a normal subgroup of G/N provided that H is a subgroup of G.
Now let
Recall that H/N is a subgroup. So we have
Now let
Since H/N is a subgroup and
To prove normality let gN ∈ G/N and
Since N is normal, so by definition it implies that
The next example shows that AprG/N (H/N) is not an upper rough sub-group of G/N even H is a subgroup of G. Moreover it is also shown that the lower approximation of a subgroup H/N is a proper normal subgroup of H/N.
Then N is a normal subgroup and H is a subgroup of G such that N ⊆ H. Moreover H is not normal in G. Since |H/N|=2 and |G/N|=6 so it follows that
Then we conclude that
It implies that
The next Corollary shows that the intersection and product of the lower approximations are also normal subgroups.
Furthermore note that NM and N ∩ M both are normal subgroups of G contained in H1. So it follows that
Let N and M be any two normal subgroups of G. Throughout this section we will denote θ1 and θ by the conjugacy relations over G/M and G/N respectively. Let H be any subset of G containing N and M. Here we will relate the lower and upper approximations of H/N and H/M. Moreover we are able to develop some homomorphisms between the lower approximations of H/N and H/M.
Since M is a subgroup, so we have gxg-1M = hM. Then gxg-1M ∈ H/M. But gxg-1M ∈ [xM]
θ
1
was arbitrary, so [xM]
θ
1
⊆ H/M. By definition of the lower approximation of H/M we have
Now let
So we have yM ∈ H/M such that xMθ1yM. By definition of the upper approximation we get that [xM]
θ
1
∩ H/M ≠ ∅ and
The next Proposition shows that the converse of Theorem 3.1 also holds under the additional assumption of H is a subgroup of G.
Since H is a subgroup of G and h ∈ H, it implies that gxg-1 ∈ H. So we have gxg-1M ∈ H/M. This proves that [xM]
θ
1
is a subset of H/M. Therefore
Note that by the above same arguments we can prove that (1) is also equivalent to (3) and (4). This completes the proof. □
Suppose that NM ⊆ H. If Suppose that NM ⊆ H. If If If
Before proving the next result we need some preparation. Let N and M be two normal subgroups of G and H a subgroup of G containing N and M. Since
There is a group isomorphism There is a group isomorphism There is an onto group homomorphism K/M is isomorphic to T/M.
It implies that xM ∈ T/M. By Proposition 3.2 we get that xN ∈ K/N. Recall that H is a subgroup of G. This proves that ψ is an isomorphism. Moreover by second isomorphism Theorem we get that G/K is isomorphic to G/T. By following the same steps we can prove the isomorphisms in (2).
(3) Let φ : K/N → T/M be defined as φ (xN) = xM for all xN ∈ K/N. Firstly we will show that φ is well-defined. For this let x1N = x2N with x
i
N ∈ K/N for all i = 1, 2 . By Theorem 3.1 it implies that
This proves that φ is well-defined. Moreover
This proves the claim in (2) in view of one-one correspondence Theorem. Moreover (4) follows from (3) in view of the second isomorphism Theorem. □
There is an onto group homomorphism There is an onto group homomorphism There is an onto group homomorphism
Conclusions
Rough sets are the technical tool for modeling the incomplete information system. The group structure plays an important role in which many of the physical and real world problems are modeled. In this paper we studied the roughness in quotient groups via conjugacy relation. We confirmed some fundamental properties of the lower and upper approximations of the subsets of quotient groups. Also we have proved that for a normal subgroup N and a subgroup H of a group G with N ⊆ H the lower approximation of H/N is a normal subgroup of G/N. We successfully established relation among the lower approximations of two different quotient groups. Several homomorphisms between these approximations are developed. Real life applications call for more advanced extensions of this theory and our results can contribute significantly to it. We are hopeful that this new idea will be helpful to develop other classical algebraic systems to the rough algebraic systems.
Footnotes
Acknowledgment
The authors are grateful to the reviewers for suggestions to improve the manuscript.
