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# On the spectral radius of bipartite graphs which are nearly complete

*Journal of Inequalities and Applications*
**volume 2013**, Article number: 121 (2013)

## Abstract

For $p,q,r,s,t\in {\mathbb{Z}}^{+}$ with $rt\le p$ and $st\le q$, let $G=G(p,q;r,s;t)$ be the bipartite graph with partite sets $U=\{{u}_{1},\dots ,{u}_{p}\}$ and $V=\{{v}_{1},\dots ,{v}_{q}\}$ such that any two edges ${u}_{i}$ and ${v}_{j}$ are not adjacent if and only if there exists a positive integer *k* with $1\le k\le t$ such that $(k-1)r+1\le i\le kr$ and $(k-1)s+1\le j\le ks$. Under these circumstances, Chen *et al.* (Linear Algebra Appl. 432:606-614, 2010) presented the following conjecture:

Assume that $p\le q$, $k<p$, $|U|=p$, $|V|=q$ and $|E(G)|=pq-k$. Then whether it is true that

In this paper, we prove this conjecture for the range ${min}_{{v}_{h}\in V}\{deg{v}_{h}\}\le \lfloor \frac{p-1}{2}\rfloor $.

**MSC:**05C05, 05C50.

## 1 Introduction

Let *G* be a (simple) graph with the vertex and edge sets given by $V(G)=\{{v}_{1},{v}_{2},\dots ,{v}_{n}\}$ and $E(G)=\{{v}_{i}{v}_{j}\mid {v}_{i}\text{and}{v}_{j}\text{are adjacent}\}$, respectively. The *adjacency matrix* of *G* on *n* vertices is an $n\times n$ matrix $A(G)$ whose entries ${a}_{ij}$ are given by

Since $A(G)$ is symmetric, all the eigenvalues of $A(G)$ are real. In fact, the eigenvalues of $A(G)$ are called *eigenvalues of the graph* *G*. We can list the eigenvalues of the graph *G* in a non-increasing order as follows:

The largest eigenvalue ${\lambda}_{1}(G)$ is often called the *spectral radius* of *G*.

Throughout this paper, we will consider only finite, simple, undirected, bipartite graphs. So, let us suppose that $G=(U\cup V,E)$ is such a bipartite graph, where $U=\{{u}_{1},{u}_{2},\dots ,{u}_{p}\}$, $V=\{{v}_{1},{v}_{2},\dots ,{v}_{q}\}$ are two sets of vertices and *E* is the set of edges defined as a subset of $U\times V$. As a usual notation, the *degrees* of vertices ${u}_{i}\in U$ and ${v}_{j}\in V$ will be denoted by $deg{u}_{i}$ and $deg{v}_{j}$, respectively. For the integers $p,q,r,s,t\in {\mathbb{Z}}^{+}$ satisfying $rt\le p$ and $st\le q$, let us denote the bipartite graph *G* by $G(p,q;r,s;t)$ with the above partite sets *U* and *V* such that ${u}_{i}\in U$ and ${v}_{j}\in V$ are *not adjacent* if and only if there exists a $k\in {\mathbb{Z}}^{+}$ with $1\le k\le t$ such that $(k-1)r+1\le i\le kr$ and $(k-1)s+1\le j\le ks$.

In the literature, upper bounds for the spectral radius in terms of various parameters for unweighted and weighted graphs have been widely investigated [1–10]. As a special case, in [3], Chen *et al.* studied the spectral radius of bipartite graphs which are close to a complete bipartite graph. For partite sets *U* and *V* having $|U|=p$, $|V|=q$ and $p\le q$, in the same reference, the authors also gave an affirmative answer to the conjecture [[11], Conjecture 1.2] by taking $|E(G)|=pq-2$ into account of a bipartite graph. Furthermore, refining the same conjecture for the number of edges is at least $pq-p+1$, there still exists the following conjecture.

**Conjecture 1** [3]

*For positive integers* *p*, *q* *and* *k* *satisfying* $p\le q$ *and* $k<p$, *let* *G* *be a bipartite graph with partite sets* *U* *and* *V* *having* $|U|=p$ *and* $|V|=q$, *and* $|E(G)|=pq-k$. *Then*

We note that similar conjectures in this topic have been resolved by the first author in the papers [12–16]. In here, as the main goal, we present the proof of Conjecture 1 for the range ${min}_{{v}_{h}\in V}\{deg{v}_{h}\}\le \lfloor \frac{p-1}{2}\rfloor $.

## 2 Main result

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

**Lemma 1** [3]

*Let* ${\lambda}_{1}$ *be the spectral radius of the bipartite graph* $G(p,q;k,1;1)$. *Then*

We now present an upper bound on the spectral radius of the bipartite graph *G*.

**Theorem 1** *For positive integers* *p*, *q* *and* *k* *satisfying* $p\le q$ *and* $k<p$, *let* *G* *be a bipartite graph with partite sets* *U* *and* *V* *having* $|U|=p$ *and* $|V|=q$, *and* $|E(G)|=pq-k$. *If* ${min}_{{v}_{h}\in V}\{deg{v}_{h}\}\le \lfloor \frac{p-1}{2}\rfloor $, *then*

*with equality if and only if* $G\cong G(p,q;k,1;1)$.

*Proof* Let $\mathbf{Z}={({x}_{1},{x}_{2},\dots ,{x}_{p},{y}_{1},{y}_{2},\dots ,{y}_{q})}^{T}$ be an eigenvector of $A(G)$ corresponding to an eigenvalue ${\lambda}_{1}(G)$. For the sets *U* and *V*, let ${x}_{i}={max}_{1\le h\le p}{x}_{h}$ and ${y}_{j}={max}_{1\le h\le q}{y}_{h}$, respectively. Also, let us suppose that ${v}_{1}$ is the vertex having minimum degree in *V*. Then we have

Now,

Considering (2), we get

and

However, from (3) and (4), we clearly obtain

which can be written shortly as

Since ${v}_{1}$ is the vertex with the minimum degree ${d}_{1}$ in *V* and the total number of edges in bipartite graph *G* is $pq-k$, we have

For ${v}_{j}\in V$, from (2) we get

In other words, by (6),

that is,

From (5) and (7), we get

that is,

Let us consider a function

Then

Thus $f(x)$ is a decreasing function on $1\le x\le \lfloor \frac{p-1}{2}\rfloor $. Since $p-k\le {d}_{1}\le \lfloor \frac{p-1}{2}\rfloor $ , from (8), we get the required result (1).

Suppose now that equality holds in (1). Then all inequalities in the above argument must become equalities. Thus we have ${d}_{1}=p-k$. From the equality in (3), we get

From the equality in (4), we get

From the equality in (7), we get

Hence we conclude that $G\cong G(p,q;k,1;1)$.

Conversely, by Lemma 1, one can easily see that the equality holds in (1) for the graph $G(p,q;k,1;1)$. □

**Remark 1** In Theorem 1, we proved Conjecture 1 for the range ${min}_{{v}_{h}\in V}\{deg{v}_{h}\}\le \lfloor \frac{p-1}{2}\rfloor $. However, this conjecture is still open for the range $\lfloor \frac{p-1}{2}\rfloor <{min}_{{v}_{h}\in V}\{deg{v}_{h}\}<p$.

## References

- 1.
Berman A, Zhang XD: On the spectral radius of graphs with cut vertices.

*J. Comb. Theory, Ser. B*2001, 83: 233–240. 10.1006/jctb.2001.2052 - 2.
Brualdi RA, Hoffman AJ:On the spectral radius of a $(0,1)$ matrix.

*Linear Algebra Appl.*1985, 65: 133–146. - 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.*2010, 432: 606–614. 10.1016/j.laa.2009.09.008 - 4.
Cvetković D, Doob M, Sachs H:

*Spectra of Graphs*. Academic Press, New York; 1980. - 5.
Cvetković D, Rowlinson P: The largest eigenvalue of a graph: a survey.

*Linear Multilinear Algebra*1990, 28: 3–33. 10.1080/03081089008818026 - 6.
Das KC, Kumar P: Bounds on the greatest eigenvalue of graphs.

*Indian J. Pure Appl. Math.*2003, 34(6):917–925. - 7.
Das KC, Kumar P: Some new bounds on the spectral radius of graphs.

*Discrete Math.*2004, 281: 149–161. 10.1016/j.disc.2003.08.005 - 8.
Das KC, Bapat RB: A sharp upper bound on the spectral radius of weighted graphs.

*Discrete Math.*2008, 308: 3180–3186. 10.1016/j.disc.2007.06.020 - 9.
Hong Y: Bounds of eigenvalues of graphs.

*Discrete Math.*1993, 123: 65–74. 10.1016/0012-365X(93)90007-G - 10.
Stanley RP: A bound on the spectral radius of graphs with

*e*edges.*Linear Algebra Appl.*1987, 67: 267–269. - 11.
Bhattacharya A, Friedland S, Peled UN: On the first eigenvalue of bipartite graphs.

*Electron. J. Comb.*2008., 15: Article ID #R144 - 12.
Das KC: On conjectures involving second largest signless Laplacian eigenvalue of graphs.

*Linear Algebra Appl.*2010, 432: 3018–3029. 10.1016/j.laa.2010.01.005 - 13.
Das KC: Conjectures on index and algebraic connectivity of graphs.

*Linear Algebra Appl.*2010, 433: 1666–1673. 10.1016/j.laa.2010.06.012 - 14.
Das KC: Proofs of conjecture involving the second largest signless Laplacian eigenvalue and the index of graphs.

*Linear Algebra Appl.*2011, 435: 2420–2424. 10.1016/j.laa.2010.12.018 - 15.
Das KC: Proof of conjectures involving the largest and the smallest signless Laplacian eigenvalues of graphs.

*Discrete Math.*2012, 312: 992–998. 10.1016/j.disc.2011.10.030 - 16.
Das KC: Proof of conjectures on adjacency eigenvalues of graphs.

*Discrete Math.*2013, 313(1):19–25. 10.1016/j.disc.2012.09.017

## 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.

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

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Das, K.C., Cangul, I.N., Maden, A.D. *et al.* On the spectral radius of bipartite graphs which are nearly complete.
*J Inequal Appl* **2013, **121 (2013). https://doi.org/10.1186/1029-242X-2013-121

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### Keywords

- bipartite graph
- adjacency matrix
- spectral radius