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R E S E A R C H

Open Access

On the spectral radius of bipartite graphs

which are nearly complete

Kinkar Chandra Das

1

, Ismail Naci Cangul

2*

, Ayse Dilek Maden

3

and Ahmet Sinan Cevik

3

*Correspondence:

[email protected]

2Department of Mathematics,

Faculty of Arts and Science, Uludag University, Gorukle Campus, Bursa, 16059, Turkey

Full list of author information is available at the end of the article

Abstract

Forp,q,r,s,t∈Z+withrtpandstq, letG=G(p,q;r,s;t) be the bipartite graph with partite setsU={u1,. . .,up}andV={v1,. . .,vq}such that any two edgesuiandvj are not adjacent if and only if there exists a positive integerkwith 1≤ktsuch that (k– 1)r+ 1≤ikrand (k– 1)s+ 1≤jks. Under these circumstances, Chenet al. (Linear Algebra Appl. 432:606-614, 2010) presented the following conjecture:

Assume thatpq,k<p,|U|=p,|V|=qand|E(G)|=pqk. Then whether it is true that

λ

1(G)≤

λ

1

(

G(p,q;k, 1; 1)

)

=

pqk+p2q2– 6pqk+ 4pk+ 4qk2– 3k2

2 .

In this paper, we prove this conjecture for the range minvhV{degvh} ≤

p–1 2 .

MSC: 05C05; 05C50

Keywords: bipartite graph; adjacency matrix; spectral radius

1 Introduction

LetGbe a (simple) graph with the vertex and edge sets given byV(G) ={v,v, . . . ,vn}and

E(G) ={vivj|viandvjare adjacent}, respectively. Theadjacency matrixofGonnvertices

is ann×nmatrixA(G) whose entriesaijare given by

aij=

⎧ ⎨ ⎩

; ifvivjE(G), ; otherwise.

SinceA(G) is symmetric, all the eigenvalues ofA(G) are real. In fact, the eigenvalues of

A(G) are calledeigenvalues of the graph G. We can list the eigenvalues of the graphGin a non-increasing order as follows:

λ(G)≥λ(G)≥ · · · ≥λn–(G)≥λn(G).

The largest eigenvalueλ(G) is often called thespectral radiusofG.

Throughout this paper, we will consider only finite, simple, undirected, bipartite graphs. So, let us suppose thatG= (UV,E) is such a bipartite graph, whereU={u,u, . . . ,up},

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U×V. As a usual notation, thedegreesof verticesuiUandvjV will be denoted by

deguianddegvj, respectively. For the integersp,q,r,s,t∈Z+satisfyingrtpandstq,

let us denote the bipartite graphGbyG(p,q;r,s;t) with the above partite setsUandVsuch thatuiUandvjV arenot adjacentif and only if there exists ak∈Z+with ≤kt

such that (k– )r+ ≤ikrand (k– )s+ ≤jks.

In the literature, upper bounds for the spectral radius in terms of various parameters for unweighted and weighted graphs have been widely investigated [–]. As a special case, in [], Chenet al.studied the spectral radius of bipartite graphs which are close to a complete bipartite graph. For partite setsUandV having|U|=p,|V|=qandpq, in the same reference, the authors also gave an affirmative answer to the conjecture [, Conjecture .] by taking|E(G)|=pq–  into account of a bipartite graph. Furthermore, refining the same conjecture for the number of edges is at leastpqp+ , there still exists the following conjecture.

Conjecture [] For positive integers p,q and k satisfying pq and k<p,let G be a bipartite graph with partite sets U and V having|U|=p and|V|=q,and|E(G)|=pqk.

Then

λ(G)≤λG(p,q;k, ; )=

pqk+pq– pqk+ pk+ qk– k

 .

We note that similar conjectures in this topic have been resolved by the first author in the papers [–]. In here, as the main goal, we present the proof of Conjecture  for the rangeminvhV{degvh} ≤ p– .

2 Main result

The following lemma will be needed for the proof of our main result.

Lemma [] Letλbe the spectral radius of the bipartite graph G(p,q;k, ; ).Then

λ=

pqk+pq– pqk+ pk+ qk– k

 .

We now present an upper bound on the spectral radius of the bipartite graphG.

Theorem  For positive integers p,q and k satisfying pq and k<p,let G be a bipar-tite graph with parbipar-tite sets U and V having|U|=p and|V|=q,and|E(G)|=pqk.If

minvhV{degvh} ≤

p–  ,then

λ(G)≤

pqk+pq– pqk+ pk+ qk– k

 ()

with equality if and only if G∼=G(p,q;k, ; ).

Proof LetZ= (x,x, . . . ,xp,y,y, . . . ,yq)Tbe an eigenvector ofA(G) corresponding to an

eigenvalueλ(G). For the setsUandV, letxi=max≤hpxhandyj=max≤hqyh,

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have

p–  

≥min

vhV{

degvh}=degv=d (say).

Now,

A(G)Z=λ(G)Z. ()

Considering (), we get

λ(G)xi≤(q– )yj+y foruiU ()

and

λ(G)y≤dxi forv∈V. ()

However, from () and (), we clearly obtain

λ(G)y≤d

(q– )yj+y

, which can be written shortly as

λ(G) –d

y≤(q– )dyj. ()

Sincevis the vertex with the minimum degreedinV and the total number of edges

in bipartite graphGispqk, we have

p

h=

λ(G)xh≤(pqkd)yj+dy. ()

ForvjV, from () we get

λ(G)yj=

uh:uhvjE

xh.

In other words, by (),

λ(G)yj=

uh:uhvjE

λ(G)xh

p

h=

λ(G)xh≤(pqkd)yj+dy,

that is,

λ(G) –pq+k+d

yjdy. ()

From () and (), we get

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that is,

λ(G)≤

pqk+pq– pqk+k– pqd

+ kd+ qd

 . ()

Let us consider a function

f(x) = qx+ kx– pqx, wherexp– 

.

Then

f (x) = –q

pk

q– x

< , asxp– 

andk<pq.

Thusf(x) is a decreasing function on ≤xp– . Sincepkd≤ p– , from (), we

get the required result ().

Suppose now that equality holds in (). Then all inequalities in the above argument must become equalities. Thus we haved=pk. From the equality in (), we get

yh=yj, h= , , . . . ,q and

uivhE, h= , , . . . ,q. From the equality in (), we get

xh=xi, h=pd+ ,pd+ , . . . ,p and

uhv∈E, h=pd+ ,pd+ , . . . ,p.

From the equality in (), we get

yh=yj, h= , , . . . ,q and

uhvjE, h= , , . . . ,p,j= , , . . . ,q.

Hence we conclude thatG∼=G(p,q;k, ; ).

Conversely, by Lemma , one can easily see that the equality holds in () for the graph

G(p,q;k, ; ).

Remark  In Theorem , we proved Conjecture  for the rangeminvhV{degvh} ≤

p–  .

However, this conjecture is still open for the rangep– <minvhV{degvh}<p.

Competing interests

The authors declare that they have no competing interests.

Authors’ contributions

All authors completed the paper together. Moreover, all authors read and approved the final manuscript.

Author details

1Department of Mathematics, Sungkyunkwan University, Suwon, 440-746, Republic of Korea.2Department of

Mathematics, Faculty of Arts and Science, Uludag University, Gorukle Campus, Bursa, 16059, Turkey.3Department of

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Acknowledgements

Dedicated to Professor Hari M Srivastava.

The first author is supported by BK21 Math Modeling HRD Div. Sungkyunkwan University, Suwon, Republic of Korea, and the other authors are partially supported by Research Project Offices of Uludag (2012-15 and 2012-19) and Selcuk Universities.

Received: 19 December 2012 Accepted: 24 February 2013 Published: 21 March 2013 References

1. Berman, A, Zhang, XD: On the spectral radius of graphs with cut vertices. J. Comb. Theory, Ser. B83, 233-240 (2001) 2. Brualdi, RA, Hoffman, AJ: On the spectral radius of a (0, 1) matrix. Linear Algebra Appl.65, 133-146 (1985) 3. Chen, YF, Fu, HL, Kim, IJ, Stehr, E, Watts, B: On the largest eigenvalues of bipartite graphs which are nearly complete.

Linear Algebra Appl.432, 606-614 (2010)

4. Cvetkovi´c, D, Doob, M, Sachs, H: Spectra of Graphs. Academic Press, New York (1980)

5. Cvetkovi´c, D, Rowlinson, P: The largest eigenvalue of a graph: a survey. Linear Multilinear Algebra28, 3-33 (1990) 6. Das, KC, Kumar, P: Bounds on the greatest eigenvalue of graphs. Indian J. Pure Appl. Math.34(6), 917-925 (2003) 7. Das, KC, Kumar, P: Some new bounds on the spectral radius of graphs. Discrete Math.281, 149-161 (2004) 8. Das, KC, Bapat, RB: A sharp upper bound on the spectral radius of weighted graphs. Discrete Math.308, 3180-3186

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10. Stanley, RP: A bound on the spectral radius of graphs witheedges. Linear Algebra Appl.67, 267-269 (1987) 11. Bhattacharya, A, Friedland, S, Peled, UN: On the first eigenvalue of bipartite graphs. Electron. J. Comb.15, #R144

(2008)

12. Das, KC: On conjectures involving second largest signless Laplacian eigenvalue of graphs. Linear Algebra Appl.432, 3018-3029 (2010)

13. Das, KC: Conjectures on index and algebraic connectivity of graphs. Linear Algebra Appl.433, 1666-1673 (2010) 14. Das, KC: Proofs of conjecture involving the second largest signless Laplacian eigenvalue and the index of graphs.

Linear Algebra Appl.435, 2420-2424 (2011)

15. Das, KC: Proof of conjectures involving the largest and the smallest signless Laplacian eigenvalues of graphs. Discrete Math.312, 992-998 (2012)

16. Das, KC: Proof of conjectures on adjacency eigenvalues of graphs. Discrete Math.313(1), 19-25 (2013) doi:10.1186/1029-242X-2013-121

References

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