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THE CONJUGATE MAIN EIGENVALUES OF VERTEX DELETED SUBGRAPHS OF A STRONGLY REGULAR GRAPH

Mirko Lepovi´ c

(Received February 25, 2010)

Abstract. Let G be a simple graph of order n. Let c = a + b √

m and c = a − b √

m, where a and b are two nonzero integers and m is a positive integer such that m is not a perfect square. We say that A

c

= [c

ij

] is the conjugate adjacency matrix of the graph G if c

ij

= c for any two adjacent vertices i and j, c

ij

= c for any two nonadjacent vertices i and j, and c

ij

= 0 if i = j.

Let (A

c

)

k

= [c

(k)ij

] for any nonnegative integer k. Further, let G be a strongly regular graph of degree r ≥ 1, understanding that G is not the complete graph.

Then c

(2)ij

= τ

c

for any two adjacent vertices i and j and c

(2)ij

= θ

c

for any two distinct nonadjacent vertices i and j, where τ

c

and θ

c

are two fixed real numbers. Let r

c

= rc + ((n − 1) − r) c. We demonstrate that

µ

c1,2

= τ

c

− θ

c

+ c − cr

c

± q

τ

c

− θ

c

− (c − c) r

c



2

+ 4(c − c) c τ

c

− c θ

c



2 c − c  ,

where µ

c1

and µ

c2

are the conjugate main eigenvalues of its vertex deleted subgraphs G

i

= G r i for i = 1, 2, . . ., n.

Let G be a simple graph of order n. The spectrum of G consists of the eigenvalues λ 1 ≥ λ 2 ≥ · · · ≥ λ n of its (0,1) adjacency matrix A = A(G) and is denoted by σ(G).

Let c = a + b √

m and c = a − b √

m where a and b are two nonzero integers and m is a positive integer such that m is not a perfect square. We say that A c = [c ij ] is the conjugate adjacency matrix of G if c ij = c for any two adjacent vertices i and j, c ij = c for any two nonadjacent vertices i and j, and c ij = 0 if i = j. The conjugate spectrum of G consists of the eigenvalues λ c 1 ≥ λ c 2 ≥ · · · ≥ λ c n of its conjugate adjacency matrix A c = A c (G) and is denoted by σ c (G).

Let i be a fixed vertex from the vertex set V (G) = {1, 2, . . ., n} and let G i = Gri be its corresponding vertex deleted subgraph. Let S i denote the neighborhood of i, defined as the set of all vertices of G which are adjacent to i. Let d i denote the degree of the vertex i and let ∆ i = P

j∈S

i

d j . Besides, let A k = [a (k) ij ] for any nonnegative integer k.

Proposition 1 (Lepovi´ c [4]). Let G be a connected or disconnected graph of order n. Then for any vertex deleted subgraph G i we have:

(1 0 ) ∆ j (G i ) = ∆ j (G) − d i (G) − a (2) ij (G) if j ∈ S i ; (2 0 ) ∆ j (G i ) = ∆ j (G) − a (2) ij (G)

if j ∈ T i = V (G i ) r S i .

2010 Mathematics Subject Classification 05C50.

Key words and phrases: strongly regular graph, conjugate adjacency matrix, conjugate main

eigenvalue.

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We say that a regular graph G of order n and degree r ≥ 1 is strongly regular if there exist non-negative integers τ and θ such that |S i ∩ S j | = τ for any two adjacent vertices i and j, and |S i ∩ S j | = θ for any two distinct non-adjacent vertices i and j, understanding that G is not the complete graph K n . We know that a regular connected graph is strongly regular if and only if it has exactly three distinct eigenvalues.

Theorem 1 (Lepovi´ c [4]). A regular graph G of order n and degree r ≥ 1 is strongly regular if and only if its vertex deleted subgraphs G i have exactly two main 1 eigenvalues for i = 1, 2, . . ., n.

Theorem 2 (Lepovi´ c [4]). Let G be a connected or disconnected strongly regular graph of order n and degree r. Then for any vertex deleted subgraph G i we have

µ 1,2 = τ − θ + r ± q

τ − θ − r  2

− 4 θ

2 , (1)

where µ 1 and µ 2 are the main eigenvalues of G i .

Further, let (A c ) k = [c (k) ij ] for any nonnegative integer k. Let d i c = P n

j=1 c ij and let ∆ c i = P n

j=1 c (2) ij for i = 1, 2, . . ., n. Of course, d i c = cd i + ((n − 1) − d i )c for i = 1, 2, . . ., n. Since 2b √

m A = − c (J − I) + A c , where J is a square matrix of order n with entries equal to 1, by a straight-forward calculation we get

4mb 2 a (2) ij = c 2 n − 2 + δ ij  − c d i c + d j c − 2c ij  + c (2) ij , (2) where δ ij is the Kronecker delta symbol. Since a (2) ij = |S i ∩ S j | for i, j = 1, 2, . . ., n, we note that a (2) ij = a (2) ik and a ij = a ik if and only if c (2) ij = c (2) ik and c ij = c ik if G is regular. Consequently, if G is a strongly regular graph then there exits two real values τ c and θ c such that τ c = c (2) ij for any two adjacent vertices i and j, and θ c = c (2) ij for any two distinct nonadjacent vertices i and j. In particular, using (2) we find that

τ c = 4mb 2 τ − r + 1 + (n − 2) a 2 + mb 2  − 2ab n − 2r √

m , (3)

θ c = 4mb 2 θ − r + (n − 2) a 2 + mb 2  − 2ab n − 2 − 2r √

m . (4)

Let A c = A c (G) and let (A c ) k = [c (k) ij ] for any nonnegative integer k, where G denotes the complement of G. Since c (k) ij = c (k) ij for i, j = 1, 2, . . ., n and any defined k, we obtain the following result.

Proposition 2. Let G be a strongly regular graph of order n and degree r with parameters r c = cr +((n−1)−r)c and τ c and θ c defined by (3) and (4), respectively.

Then G is the strongly regular graph with parameters r c (G) = r c (G), τ c (G) = θ c (G) and θ c (G) = τ c (G).

Definition 1. A strongly regular graph of order 4n + 1 and degree r = 2n with τ = n − 1 and θ = n is called the conference graph.

1 We say that µ ∈ σ(G) is the main eigenvalue if and only if hj, Pji = n cos

2

α > 0, where j is the

main vector (with coordinates equal to 1) and P is the orthogonal projection of the space R

n

onto

the eigenspace E

A

(µ). The value β = | cos α| is called the main angle of µ.

(3)

Proposition 3. Let G be a strongly regular graph of order n and degree r. If τ c (G) = τ c (G) then G is a conference graph.

Proof. Using (3) we obtain that τ − r + 1 = τ − r + 1 and n − 2r = n − 2r, where τ = τ (G) and r = (n − 1) − r. In view of this we have τ = τ and r = r. Since τ c (G) = θ c (G) and τ c (G) = τ c (G), using (3) and (4) we obtain that τ −r+1 = θ−r.

Finally, since

a (2) ii + X

j∈S

i

a (2) ij + X

j∈T

i

a (2) ij = r + rτ + rθ = r 2 ,

we find that 2θ = r, which provides the proof. 

Proposition 4. Let G be a strongly regular graph of order n and degree r. If θ c (G) = θ c (G) then G is a conference graph.

Proof. Let θ c (G) = θ c (G). Then θ c (G) = θ c (G) which means that τ c (G) = τ c (G).

Using Proposition 3 we obtain the statement. 

Proposition 5. Let G be a connected or disconnected graph of order n. Then for any vertex deleted subgraph G i we have:

(1 0 ) d j c (G i ) = d j c (G) − c if j ∈ S i , (2 0 ) d j c (G i ) = d j c (G) − c if j ∈ T i .

Proof. Since d j (G i ) = d j (G) − 1 if j ∈ S i and d j (G i ) = d j (G) if j ∈ T i , we obtain the assertion using the fact that d i c = cd i + ((n − 1) − d i )c.  Proposition 6. Let G be a connected or disconnected graph of order n. Then for any vertex deleted subgraph G i we have:

(1 0 ) ∆ c j (G i ) = ∆ c j (G) − c d i c (G) − c (2) ij (G) if j ∈ S i , (2 0 ) ∆ c j (G i ) = ∆ c j (G) − c d i c (G) − c (2) ij (G) if j ∈ T i . Proof. Since ∆ i = P n

j=1 a (2) ij for i = 1, 2, . . ., n, using relation (2) by an easy calculation we get 2

c i = 2mb 2 2∆ i − (n − 2)d i − 2e + (n − 1) 2 (a 2 + mb 2 )

− 2ab (n − 1) 2 − (n − 2)d i − 2e√m ,

where e is the number of edges of G. Applying the last relation to G i and making use of Proposition 1, by a straight-forward calculation we obtain the statement.  Theorem 3 (Hagos [2]). A non-regular graph G of order n has exactly two main eigenvalues if and only if there exist two real constants p and q such that ∆ i + p d i + q = 0 for i = 1, 2, . . ., n.

Using the same procedure applied in [2] for getting Theorem 3, one can obtain the following result.

2 Of course, if G is a regular graph of order n and degree r we have ∆

ci

= (r

c

)

2

. In the case that

G is a regular graph of order 4n + 1 and degree r = 2n we get r

c

= 4na and ∆

ci

= 16n

2

a

2

.

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Proposition 7. A non-regular graph G of order n has exactly two conjugate 3 main eigenvalues if and only if there exist two real constants p c and q c such that ∆ c i + p c d i c + q c = 0 for i = 1, 2, . . ., n.

Theorem 4. Let G be a connected or disconnected strongly regular graph of order n and degree r. Then for any vertex deleted subgraph G i we have

µ c 1,2 =

τ c − θ c + c − cr c ± q

τ c − θ c − (c − c) r c  2

+ 4(c − c) c τ c − c θ c 

2 c − c  ,

where µ c 1 and µ c 2 are the conjugate main eigenvalues of G i .

Proof. Since d j c (G i ) = r c − c if j ∈ S i and d j c (G i ) = r c − c if j ∈ T i , it is not difficult to see that the following relation

c (2) ij − c (2) ik = − τ c − θ c

c − c d j c (G i ) − d k c (G i ) 

(5) is satisfied for i = 1, 2, . . ., n, keeping in mind that c (2) ij = τ c if j ∈ S i and c (2) ij = θ c if j ∈ T i . Let us assume 4 that c (2) ik = θ c . Using (5), we get

c (2) ij = − τ c − θ c

c − c d j c (G i ) + (τ c − θ c ) r c − (c τ c − c θ c )

c − c . (6)

Case 1. (j ∈ S i ). Using Proposition 6 (1 0 ) we get (i) ∆ c j (G i ) = r c d j c (G i ) − c (2) ij , because d j c (G i ) = r c − c. Making use of (i) and (6), we arrive at

c j (G i ) −  τ c − θ c c − c + r c 

d j c (G i ) + (τ c − θ c ) r c − (c τ c − c θ c )

c − c = 0 . (7)

Case 2. (j ∈ T i ). Using Proposition 6 (2 0 ) we get (ii) ∆ c j (G i ) = r c d j c (G i ) − c (2) ij , because d j c (G i ) = r c − c. Making use of (ii) and (6), we arrive at

c j (G i ) −  τ c − θ c c − c + r c 

d j c (G i ) + (τ c − θ c ) r c − (c τ c − c θ c )

c − c = 0 . (8)

Finally, using (7) and (8) we find that ∆ c j (G i ) + p c d j c (G i ) + q c = 0 for j ∈ V (G i ), where p c = −( τ

c

c−c −θ

c

+ r c ) and q c =

c

−θ

c

) r

c

c−c −(c τ

c

−c θ

c

) . Since p c = − (µ c 1 + µ c 2 ) and q c = µ c 1 µ c 2 , we easily obtain the statement 5 .  Corollary 1. Let G be a connected or disconnected strongly regular graph of order n and degree r. Then for any vertex deleted subgraph G i we have

n 1,2 = n − 1

2 ± n − 1 

r + θ − τ  − 2r 2

q

τ − θ − r  2

− 4 θ ,

3 We say that µ

c

∈ σ

c

(G) is the conjugate main eigenvalue if and only if hj, P

c

ji = n cos

2

γ > 0, where P

c

is the orthogonal projection of the space R

n

onto the eigenspace E

Ac

c

). The value β

c

= | cos γ| is called the conjugate main angle of µ

c

. We know that |M

c

(G)| = |M(G)| where M(G) and M

c

(G) denote the set of all main and conjugate main eigenvalues, respectively.

4 If we assume that c

(2)ik

= τ

c

then using (5) we get c

2ij

= −

τcc−c−θc

d

jc

(G

i

) +

τcc−c−θc

(r

c

− c) + τ

c

,

which is reduced to (6). Therefore, without loss of generality we can assume that c

(2)ik

= θ

c

.

5 In the proof of Theorem 3 it was demonstrated that p = − (µ

1

+ µ

2

) and q = µ

1

µ

2

. Using the

same arguments one can easily see that p

c

= − (µ

c1

+ µ

c2

) and q

c

= µ

c1

µ

c2

.

(5)

where n 1 = nβ 1 2 and n 2 = nβ 2 2 .

Proof. Since n 1 + n 2 = n − 1 and n 1 µ 1 + n 2 µ 2 = nr − 2r, using (1) we obtain the

statement. 

Corollary 2. Let G be a connected or disconnected strongly regular graph of order n and degree r. Then for any vertex deleted subgraph G i we have

n c 1,2 = n − 1

2 ± n − 1 

(c − c) r c + θ c − τ c  − 2(c − c) r c 2

q

τ c − θ c − (c − c) r c  2

+ 4(c − c) c τ c − c θ c  ,

where n c 1 = n(β 1 c ) 2 and n c 2 = n(β 2 c ) 2 . Proof. First, since n c 1 µ c 1 +n c 2 µ c 2 = P

j∈S

i

d j c (G i )+ P

j∈T

i

d j c (G i ) and r = r

c

−(n−1)c c−c , using Proposition 5 we find that n c 1 µ c 1 + n c 2 µ c 2 = (n − 2)r c . In view of this and n c 1 + n c 2 = n − 1, we obtain the statement using Theorem 4.  Corollary 3. Let G be a strongly regular graph of order 4n + 1 and degree r = 2n.

If G is a conference graph then µ c 1,2 = (2n − 1)a ±

q

4n 2 a 2 + mb 2 and n c 1,2 = 2n ± 4n 2 a p 4n 2 a 2 + mb 2

. Corollary 4. Let G be a connected or disconnected strongly regular graph of or- der n and degree r. Then

(A c ) 2 =  τ c − θ c c − c



A c −  c τ c − c θ c c − c

 J + 

c (2) ii + c τ c − c θ c c − c



I , (9)

where c (2) ii = (c + c) r c − (n − 1)c c.

Proof. It is not difficult to see that relation (9) is true. Since c (2) ii = rc 2 + ((n − 1) − r)c 2 and r = r

c

−(n−1)c c−c we obtain the assertion.  Definition 2. We say that a simple graph G of order n is conjugate integral if its conjugate eigenvalues are in the form λ c i = p i + q i

m for i = 1, 2, . . ., n, where p i and q i are integral values. The eigenvalue λ c i = p i + q i

√ m is called the conjugate integral eigenvalue.

Theorem 5 (Lepovi´ c [3]). If a graph G of order n is a conjugate integral graph then its complement G is also conjugate integral .

Proposition 8 (Lepovi´ c [3]). If G is a regular integral graph of order n and degree r then it is conjugate integral too.

Proposition 9 (Lepovi´ c [3]). Let λ c ∈ σ c (G) be a conjugate eigenvalue of the graph G with multiplicity p ≥ 1 and let q be the multiplicity of the eigenvalue

−λ c − 2a ∈ σ c (G). Then p − 1 ≤ q ≤ p + 1.

Proposition 10 (Lepovi´ c [3]). Let λ c ∈ σ c (G) be a conjugate eigenvalue of the graph G with multiplicity p ≥ 1 and let q be the multiplicity of the eigenvalue

λ

c

+c 2b √

m ∈ σ(G). Then p − 1 ≤ q ≤ p + 1.

In order to obtain some new information’s on strongly regular graphs with respect

to its conjugate adjacency matrices, we need some results on conjugate main and

non-main eigenvalues, as follows.

(6)

Proposition 11. Let G be a conjugate integral graph of order n. Let z i = x i +

√ m y i denote the eigenvector of the conjugate integral eigenvalue λ c i = p i + √ m q i , where

x i = (x (i) 1 , x (i) 2 , . . . , x (i) n ) and y i = (y 1 (i) , y 2 (i) , . . . , y (i) n ) , and x (i) j and y j (i) are integers for j = 1, 2, . . ., n. Then z i = x i − √

m y i is the eigenvector of the conjugate integral eigenvalue λ c i = p i − √

m q i ∈ σ c (G).

Proof. We know that if λ c i = p i + √

m q i ∈ σ c (G) then λ c i = p i − √

m q i ∈ σ c (G).

Using the equation λ c i (x (i) j + √

m y (i) j ) =

n

P

k=1

c jk (x (i) k + √

m y k (i) ), and keeping in mind that x (i) j and y (i) j are integers, we get

λ c i (x (i) j + √

m y j (i) ) =

n

X

k=1

c jk (G) (x (i) k + √

m y (i) k ) =

n

X

k=1

c jk (G) (x (i) k − √ m y k (i) ) ,

which completes the proof. 

Proposition 12. Let λ c i = p i + √

m q i be the conjugate main eigenvalue of G. Then λ c i = p i − √

m q i is the conjugate main eigenvalue of G.

Proof. Let z i ∈ E A

c

c i ) so that

P n

k=1 (x (i) k + √

m y k (i) )

> 0. Since √

m is an irrational number

(x (i) 1 + x (i) 2 + · · · + x (i) n ) − √

m (y 1 (i) + y 2 (i) + · · · + y (i) n ) > 0 ,

which completes the proof. 

Corollary 5. Let λ c i = p i + √

m q i be the conjugate non-main eigenvalue of G.

Then λ c i = p i − √

m q i is the conjugate non-main eigenvalue of G.

Proposition 13. Let λ c i = p i + √

m q i be the conjugate main eigenvalue of G. Then p i 6= − a.

Proof. Let us assume, contrary to the statement, that p i = − a. Then λ i =

− a + √

m q i and − λ i − 2a = − a − √

m q i have the same multiplicities, which provides that λ c i 6∈ M c (G) and − λ c i − 2a 6∈ M c (G), a contradiction.  Corollary 6. Let p i + √

m q i ∈ σ c (G). If p i = − a then p i + √

m q i is the conjugate non-main eigenvalue of G.

Proposition 14. If G is a connected or disconnected strongly regular graph of order n and degree r then it has exactly three distinct conjugate eigenvalues.

Proof. Assume that G is a connected integral 6 strongly regular graph. Let λ 1 = r, λ 2 and λ 3 be its distinct eigenvalues with multiplicities m 1 = 1, m 2 and m 3 , respectively. Since G is a conjugate integral graph using Proposition 10 it follows that r c = p + q √

m, λ c 2 = − a + (2λ 2 + 1)b √

m and λ c 3 = − a + (2λ 3 + 1)b √ m

6 We know that if a strongly regular graph G is not a conference graph then it is integral. In the case that G is a conference graph of order 4n + 1 and degree r = 2n we obtain that r

c

= 4na and λ

c2,3

= − a ± bp(4n + 1)m. In fact, in this case G has exactly two distinct conjugate eigenvalues if a = ±b and m = 4n + 1, provided 4n + 1 is not a perfect square. Of course, if √

m = √

2 then

any conference graph has exactly three distinct conjugate eigenvalues.

(7)

are distinct conjugate integral eigenvalues of G with multiplicities m 1 , m 2 and m 3 , respectively, where p = (n−1)a and q = − ((n−1)−2r)b. Since G is a regular graph with only one conjugate main eigenvalue r c with multiplicity 1 and G is conjugate integral, we obtain from Propositions 9 and 12 that its complement G (possibly disconnected) also has exactly three distinct eigenvalues r c = p − q √

m, λ 2 c =

− λ c 2 − 2a and λ 3 c = − λ c 3 − 2a with multiplicities m 1 , m 2 and m 3 , respectively.  Theorem 6. A connected regular graph G of order n and degree r is strongly regular if and only if it has exactly three distinct conjugate eigenvalues.

Proof. In view of Proposition 14 it is sufficient to demonstrate that G is strongly regular if it has exactly three distinct conjugate eigenvalues. Let r c , λ c 2 and λ c 3 be the distinct conjugate eigenvalues of G with multiplicities m 1 , m 2 and m 3 , respectively. We know that if λ c ∈ σ c (G) r M c (G) then 2b λ

c

+c m ∈ σ(G) r M(G).

Since |σ c (G) r M c (G)| = n − 1, λ 2 = 2b λ

c2

+c m and λ 3 = 2b λ

c3

+c m , it follows that G has at least two distinct non-main eigenvalues λ 2 and λ 3 and at most three distinct non- main eigenvalues λ 2 , λ 3 and λ r with multiplicities m 2 , m 3 and m 1 − 1, respectively, where λ r = 2b r

c

+c m .

Consider first the case when G has exactly two distinct non-main eigenvalues.

Since G is a connected regular graph, λ 1 = r is a simple (main) eigenvalue, which proves that G has exactly three distinct eigenvalues with respect to its ordinary adjacency matrix A. In view of this it turns out that G is strongly regular.

We shall now assume that λ r = x + y √

m is a non-main eigenvalue of G, where x = − (n−1)a−(2r−1)

2 and y = (n−1)a 2mb . Since x and y are rational numbers and y 6= 0, λ r = x − y √

m must be the eigenvalue of G with the same multiplicity m 1 −1. Since λ 1 = r is a simple eigenvalue, we obtain 1 + m 2 + m 3 + 2(m 1 − 1) > n because

m 1 ≥ 2, a contradiction. 

Proposition 15. A disconnected regular graph G of order n and degree r is strongly regular if and only if it has exactly three distinct conjugate eigenvalues.

Proof. Since G is a connected graph and P c

G (λ) = P G c (λ), we obtain the statement

using Theorem 6. 

Proposition 16. Let G be a connected or disconnected strongly regular graph of order n and degree r. Then

τ c = c (2) ii + λ c 2 λ c 3 + c (λ c 2 + λ c 3 ) and θ c = c (2) ii + λ c 2 λ c 3 + c (λ c 2 + λ c 3 ) , where c (2) ii = (c + c )r c − (n − 1)c c.

Proof. First, using Proposition 10 we have λ 2 = λ c−c

c2

+c and λ 3 = λ c−c

c3

+c . Since r = r

c

−(n−1)c c−c , τ = r + λ 2 λ 3 + λ 2 + λ 3 and θ = r + λ 2 λ 3 (see [1]), making use of

(3) and (4) we obtain the statement. 

Proposition 17. Let G be a connected or disconnected strongly regular graph of order n and degree r. Then

λ c 2,3 = τ c − θ c ± q

τ c − θ c  2

+ 4(c − c ) (c − c )c (2) ii + c τ c − cθ c 

2 c − c  ,

(8)

where c (2) ii = (c + c )r c − (n − 1)c c.

Proof. Using Proposition 16 we obtain λ c 2 + λ c 3 = τ

c

c−c −θ

c

and λ c 2 λ c 3 = − (c (2) ii +

c τ

c

−c θ

c

c−c ), which provides the proof. 

Proposition 18. Let G be a connected or disconnected strongly regular graph of order n and degree r. Then

m 2,3 = n − 1

2 ± (n − 1) θ c − τ c  − 2(c − c )r c 2

q

τ c − θ c  2

+ 4(c − c ) (c − c )c (2) ii + c τ c − cθ c  ,

where m 2 and m 3 denote the multiplicities of λ c 2 and λ c 3 , respectively.

Proof. Since m 2 + m 3 = n − 1 and r c + m 2 λ c 2 + m 3 λ c 3 = 0, by a straight-forward

calculation we obtain the statement. 

REFERENCES

[1] D. Cvetkovi´ c, M. Doob, H. Sachs, Spectra of Graphs – Theory and Appli- cations, 3rd revised and enlarged edition, J.A. Barth Verlag, Heidelberg – Leipzig, 1995.

[2] E. M. Hagos, Some results on graph spectra, Linear Algebra Appl., 356 (2002), 103-111.

[3] M. Lepovi´ c, On conjugate adjacency matrices of a graph, Discrete Math., 307 (2007), 730-738.

[4] M. Lepovi´ c, Some results on walk regular and strongly regular graphs, New Zealand Journal of Mathematics, 38, (2008), 161-169.

Mirko Lepovi´ c

Tihomira Vuksanovi´ ca 32, 34000, Kragujevac, Serbia.

lepovic@kg.ac.rs

References

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