Extremal Graphs for Randić Energy

Size: px
Start display at page:

Download "Extremal Graphs for Randić Energy"

Transcription

1 MATCH Communications in Mathematical and in Computer Chemistry MATCH Commun. Math. Comput. Chem. 77 (2017) ISSN Extremal Graphs for Randić Energy Kinkar Ch. Das, Shaowei Sun Department of Mathematics, Sungkyunkwan University, Suwon , Republic of Korea (Received December 11, 2015) Abstract The Randić matrix R(G) = (r ij ) n n of a graph G whose vertex v i has degree d i is defined by r ij = 1/ d i d j if the vertices v i and v j are adjacent and r ij = 0 otherwise. The Randić energy RE is the sum of absolute values of the eigenvalues of R(G). In MATCH Commun. Math. Comput. Chem. 74 (2015) , Maden obtained several bounds on Randić energy and characterized the extremal graphs. We found some errors in the characterization of extremal graphs. Some of these are now corrected, whereas some are stated as conjectures. 1 Introduction Let G = (V, E) be a simple connected graph with vertex set V = {v 1, v 2,..., v n } and edge set E = E(G) ( E(G) = m). Also let d i be the degree of vertex v i for i = 1, 2,..., n. The maximum degree and the minimum degree are denoted by = (G) and δ = δ(g), respectively. If the vertices v i and v j are adjacent, we denote that by v i v j E(G). Let A(G) and D(G) be the adjacency matrix and the diagonal matrix of vertex degrees of G, respectively. The Laplacian matrix of a graph G is denoted by L(G) and is defined by L(G) = D(G) A(G). The normalized Laplacian matrix L(G) of G is defined as D 1/2 (G)L(G)D 1/2 (G). Let ρ 1 ρ 2 ρ n 1 ρ n = 0 denote the eigenvalues of L(G). Then we have n i=1 ρ i = n. Another popular matrix in spectral graph theory, Randić matrix, is defined by R(G) = I n L(G) with eigenvalues θ 1, θ 2,..., θ n and label them in non-increasing order. From the definitions of the normalized Laplacian matrix

2 -78- and the Randić matrix, one can easily see that ρ i = 1 θ n i+1, i = 1, 2,..., n. The Randić energy [8] of G is defined as Note that E L (G) = RE = RE(G) = n ρ i 1 = i=1 n θ i. i=1 n θ i = RE(G). Several lower and upper bounds on Randić energy are mentioned, see [2, 6 9]. The general Randić index when α = 1 is R 1 (G) = i=1 u v E(G) 1 d u d v. The complete product G 1 G2 of graphs G 1 and G 2 is the graph obtained from G 1 G2 by joining every vertex of G 1 with every vertex of G 2. by K n and K p, q As usual, we denote (p + q = n) the complete graph and complete bipartite graph of order n, respectively. In [10], Maden obtained several bounds on the Randić energy for graphs and bipartite graphs. Moreover, she characterized the extremal graphs. But we found some errors on the characterization of extremal graphs. Some of the errors are corrected by us whereas some we state in the form of conjectures. 2 Preliminaries In this section, we list some previously known results that will be needed in the next section. Lemma 1. [5] Let G be a graph of order n without isolated vertices. Then ρ 1 (G) = ρ 2 (G) = = ρ n 2 (G) = ρ n 1 (G) if and only if G = K n. In [1], Cavers found the spectrum of G = K 1 r Ks with n = 1 + r s: s + 1,, s + 1, 1 s s }{{} s,, 1, 0. (1) }{{ s} s r r+1 r 1 Let ˆd u = 1 d v v: u v E(G) be the normalized valency of u, and let w: w N u N v 1 d w be the normalized number of common neighbors of two distinct vertices u and v. We denote this

3 -79- normalized number of common neighbors by ˆλ uv if u and v are adjacent, and by ˆµ uv if they are not. The next two results are obtained by Dam and Omidi [11]: Lemma 2. [11] Let G be a connected graph with m edges. Then G has three normalized Laplacian eigenvalues 0, θ 1, θ 2 if and only if the following three properties hold. (i) ˆd u = t d 2 u (θ 1 1)(θ 2 1)d u for all vertices u, (ii) ˆλ uv = t d u d v + 2 θ 1 θ 2 for adjacent vertices u and v, (iii) ˆµ uv = t d u d v for non-adjacent vertices u and v, where t = Lemma 3. θ1 θ2. 2 m [11] Let G be a graph obtained by adjoining a new vertex to all vertices of a regular graph G. Then G has three distinct normalized Laplacian eigenvalues if and only if G is a disjoint union of (at least two) cliques of the same size t. In this case, the non-trivial normalized Laplacian eigenvalues are 1 t and t. Lemma 4. [3] Let G be a bipartite graph of order n. For each ρ i, the value 2 ρ i is also an eigenvalue of G. 3 Characterization of graphs extremal w.r.t. Randić energy The following result is obtained in [10]. Theorem 5. [10] Let G be a connected graph of order n and P be the absolute value of the determinant of the Randić matrix R(G). Then 1 + (n 1) (n 2) P 2/(n 1) + 2 R 1 1 RE 1 + (n 1) (2 R 1 1) (2) with equality holding in both of these inequalities if and only if G = K n. In Theorem 5, the characterization of equality cases is not true. For G = K 1 rk2 (r 2), n = 2r + 1; both the equality holds in (2). Here we want to characterize the extremal graphs in Theorem 5 when = n 1. For this we need the following result: Theorem 6. Let G be a connected graph of order n with maximum degree = n 1. Then ρ 1 1 = ρ 2 1 = = ρ n 1 1 if and only if G = K n or G = K 1 r K2 with n = 2r + 1 (r 2).

4 -80- Proof. For G = K n, by Lemma 1, we have ρ 1 1 = ρ 2 1 = = ρ n 1 1 = 1 n 1. For G = K 1 rk2 (r 2), then by (1), again we get ρ 1 1 = ρ 2 1 = = ρ n 1 1 = 1 2. Conversely, let ρ 1 1 = ρ 2 1 = = ρ n 1 1 = a, (say). We have to prove that G = K n or G = K 1 r K2 with n = 2r + 1 (r 2). If a = 0, then ρ i = 1 for i = 1, 2,..., n 1. Therefore, by n ρ i = n, we get a contradiction. Otherwise, a > 0. i=1 Then the graph G has two or three distinct normalized Laplacian eigenvalues. If G has two distinct normalized Laplacian eigenvalues, then by Lemma 1, G = K n. Otherwise, G has three distinct normalized Laplacian eigenvalues, that is, ρ 1 (= 1 + a), ρ n 1 (= 1 a) and 0. Note that ρ 1 + ρ n 1 = 2. Now we assume that the vertex v has the maximum degree = n 1. Using (i) and (ii) in Lemma 2 with ρ 1 + ρ n 1 = 2, for any vertex u V (G) {v}, we have ˆd u = t d 2 u (ρ 1 ρ n 1 1)d u (3) ˆλ uv = t d u (n 1) (4) where t = ρ1 ρn 1. From the definition of ˆd 2m u and ˆλ uv, one can easily see that ˆd u = ˆλ uv + 1 n 1. Using (3) and (4) in the above relation, we get t d 2 u (ρ 1 ρ n t n t) d u 1 n 1 = 0. Hence for any vertex u V (G) {v}, its degree will satisfy the following equation: t x 2 (ρ 1 ρ n t n t) x 1 n 1 = 0. (5) This implies that there are at most two distinct degrees of vertices except vertex v in the graph G. Let x 1 and x 2 be the roots of the equation (5). Then 1 x 1 x 2 = t (n 1) < 0. (6) Thus one of the roots is negative, which cannot be a vertex degree. Hence the graph G v is regular. By Lemma 3, G = K 1 rks (r 2) with eigenvalues 1, 1 + 1, 0. Since s s ρ 1 + ρ n 1 = 2, we have s = 2, that is, G = K 1 rk2 with n = 2 r + 1 (r 2). This completes the proof of the theorem.

5 -81- Therefore we conclude the following: Theorem 7. Let G be a connected graph of order n and P be the absolute value of the determinant of the Randić matrix R(G). Then 1 + (n 1) (n 2) P 2/(n 1) + 2 R 1 1 RE(G) 1 + (n 1) (2 R 1 1). (7) If the maximum degree is equal to n 1, then both the equalities hold in (7) if and only if G = K n or G = K 1 r K2 with n = 2r + 1 (r 2). Proof. The two inequalities in (7) have been proven by Maden [10]. Moreover, these two inequalities are equalities if and only if θ 2 = θ 3 = = θ n, that is, ρ 1 1 = ρ 2 1 = = ρ n 1 1. By Theorem 6, if = n 1, then both the equalities hold in (7) if and only if G = K n or G = K 1 r K2 with n = 2r + 1 (r 2). A strongly regular graph with parameters (n, r, λ, µ), denoted by SRG(n, r, λ, µ), is an r-regular graph on n vertices such that for every pair of adjacent vertices there are λ vertices adjacent to both, and for every pair of non-adjacent vertices there are µ vertices adjacent to both. In the above Theorem 7, we obtained the characterization of extremal graphs for = n 1. We now give a conjecture for the case n 2. Conjecture 8. Let G be a connected graph of order n > 2 with maximum degree n 2 and P be the absolute value of the determinant of the Randić matrix R(G). If RE(G) = 1 + (n 1) (n 2) P 2/(n 1) + 2 R 1 1 or RE(G) = 1 + (n 1) (2 R 1 1) then G = SRG(n, d, d2 d n 1, d2 d n 1 ) or G = K 1 r K2 with n = 2r + 1 (r 2). The following corollary is obtained in [10]: Corollary 9. [10] Let G be a connected graph of order n and P be the absolute value of the determinant of the Randić matrix R(G). Then 1 + (n 1) (n 2) P 2/(n 1) + n RE(G) 1 + (n 1) with equality holding in both of these inequalities if and only if G = K n. ( ) n δ δ (8)

6 -82- Again, in Corollary 9, the characterization of equality cases are not true. In the right side, one of the present authors [6] gave the proof of the equality holding if and only if G = K n or G = SRG(n, δ, δ2 δ, δ2 δ n 1 n 1 ). Moreover, these characterizations of extremal graphs are also satisfying for the left hand side equality. Thus we arrive at the following: Corollary 10. Let G be a connected graph of order n and P be the absolute value of the determinant of the Randić matrix R(G). Then 1 + (n 1) (n 2) p 2/(n 1) + n ( ) n δ RE(G) 1 + (n 1) δ with equality holding in both of these inequalities if and only if G = SRG(n, δ, δ2 δ n 1, δ2 δ n 1 ) or G = K n. Theorem 11. [10] Let G be a connected bipartite graph of order n and P be the absolute value of the determinant of the Randić matrix R(G). Then 2 + (n 2) (n 3) P 2/(n 2) + 2 R 1 2 RE(G) 2 + (n 2) (2 R 1 2) (9) with equality holding in both of these inequalities if and only if G = K p, q with n = p + q. In the above theorem, the characterization of extremal graphs is not true. By the proof of the Theorem 2.21 in [10], one can easily check that both equalities hold in (9) if and only if G is a bipartite graph with 2 R 1 2 ρ 2 1 = ρ 3 1 = = ρ n 1 1 =. n 2 If ρ 2 = 1, then G = K p, q with n = p + q. Otherwise ρ 2 > 1. Since G is a bipartite graph, by Lemma 4, one can easily see that G is a bipartite graph with normalized Laplacian spectrum 2 R R 1 2 S(G) = 2, 1 ±,, 1 ±, 0. n 2 n 2 }{{} n 2 2 Remark 1. For odd n, both equalities hold in (9) if and only if G = K p, q with n = p + q. Using the bounds of R 1 in the above Theorem 11, Maden gave a corollary about the bounds on the Randić energy of bipartite graphs. But the characterization of extremal graphs is not true. Here we revise this result as follows:

7 -83- Corollary 12. Let G be a connected bipartite graph of order n and P be the absolute value of the determinant of the Randić matrix R(G). Then 2 + (n 2) (n 3) P 2/(n 2) + n 2 RE(G) 2 + (n 2) ( ) n 2δ with equality holding in both of these inequalities if and only if G = K ν, ν or G is the incidence graph of a symmetric 2-(ν, δ, 2δ2 2δ )-design where n = 2 ν and ν > δ. n 2 δ Proof. The proof of the inequalities is already done in [10]. From this proof, we conclude that the equality holds on each side if and only if G is a d-regular bipartite graph with 2 R 1 2 n 2d ρ 2 1 = ρ 3 1 = = ρ n 1 1 = = n 2 nd 2d. If ρ 2 = 1, then G is a complete bipartite graph. Since G is regular, we have G = K ν, ν with n = 2 ν. Otherwise ρ 2 > 1. In this case, G is a connected d-regular bipartite graph n 2d with 4 distinct normalized Laplacian eigenvalues 2, 1 +, 1 n 2d and 0. Now nd 2d nd 2d we consider L = I n 1A. Then G has 4 distinct eigenvalues d, n d 2d 2, n d 2 d 2 d n 2 n 2 and d. By [4] (see, p. 166), G is the incidence graph of a symmetric 2-(ν, k, λ)-design, (ν > k > λ > 0), with n = 2 ν with 4 eigenvalues k, k λ, k λ, k. Thus we have k = d and λ = 2 d2 2 d n 2 with ν > d. This completes the proof. Acknowledgements: The first author is supported by the National Research Foundation funded by the Korean government with Grant no. 2013R1A1A References [1] M. Cavers, The normalized Laplacian matrix and general Randi c index of graphs. Ph.D. Thesis, Univ. Regina, [2] M. Cavers, S. Fallat, S. Kirkland, On the normalized Laplacian energy and general Randić index R 1 of graphs, Lin. Algebra Appl. 433 (2010) [3] F. K. Chung, Spectral Graph Theory, Am. Math. Soc., Providence, [4] D. Cvetković, M. Doob, H. Sachs, Spectra of Graphs Theory and Applications, Barth, Heidelberg, 1995.

8 -84- [5] K. C. Das, A. D. Güngör, Ş. B. Bozkurt, On the normalized Laplacian eigenvalues of graphs, Ars. Comb. 118 (2015) [6] K. C. Das, S. Sorgun, On Randić energy of graphs, MATCH Commun. Math. Comput. Chem. 72 (2014) [7] K. C. Das, S. Sorgun, I. Gutman, On Randić energy, MATCH Commun. Math. Comput. Chem. 73 (2015) [8] I. Gutman, B. Furtula, Ş. B. Bozkurt, On Randić energy, Lin. Algebra Appl. 442 (2014) [9] J. Li, J. M. Guo, W. C. Shiu, A note on Randić energy, MATCH Commun. Math. Comput. Chem. 74 (2015) [10] A. D. Maden, New bounds on the incidence energy, Randić energy and Randić Estrada index, MATCH Commun. Math. Comput. Chem. 74 (2015) [11] E. R. van Dam, G. R. Omidi, Graphs whose normalized Laplacian has three eigenvalues, Lin. Algebra Appl. 435 (2011)

Extremal graph on normalized Laplacian spectral radius and energy

Extremal graph on normalized Laplacian spectral radius and energy Electronic Journal of Linear Algebra Volume 9 Special volume for Proceedings of the International Conference on Linear Algebra and its Applications dedicated to Professor Ravindra B. Bapat Article 16 015

More information

On the Normalized Laplacian Energy(Randić Energy)

On the Normalized Laplacian Energy(Randić Energy) On the Normalized Laplacian Energy(Randić Energy) Selçuk University, Konya/Turkey aysedilekmaden@selcuk.edu.tr SGA 2016- Spectral Graph Theory and Applications May 18-20, 2016 Belgrade, SERBIA Outline

More information

The Normalized Laplacian Estrada Index of a Graph

The Normalized Laplacian Estrada Index of a Graph Filomat 28:2 (204), 365 37 DOI 0.2298/FIL402365L Published by Faculty of Sciences and Mathematics, University of Niš, Serbia Available at: http://www.pmf.ni.ac.rs/filomat The Normalized Laplacian Estrada

More information

Normalized Laplacian spectrum of two new types of join graphs

Normalized Laplacian spectrum of two new types of join graphs Journal of Linear and Topological Algebra Vol. 6, No. 1, 217, 1-9 Normalized Laplacian spectrum of two new types of join graphs M. Hakimi-Nezhaad a, M. Ghorbani a a Department of Mathematics, Faculty of

More information

Resolvent Energy of Graphs

Resolvent Energy of Graphs Resolvent Energy of Graphs I.Gutman 1,2, B.Furtula 1, E.Zogić 2, E.Glogić 2 1 Faculty of Science, University of Kragujevac, Kragujevac, Serbia 2 State University of Novi Pazar, Novi Pazar, Serbia May 19,

More information

arxiv: v1 [math.co] 30 Dec 2015

arxiv: v1 [math.co] 30 Dec 2015 Resolvent Energy of Unicyclic, Bicyclic and Tricyclic Graphs arxiv:1512.08938v1 [math.co] 30 Dec 2015 Luiz Emilio Allem 1, Juliane Capaverde 1, Vilmar Trevisan 1, Abstract Ivan Gutman 2,3, Emir Zogić 3,

More information

On graphs with largest Laplacian eigenvalue at most 4

On graphs with largest Laplacian eigenvalue at most 4 AUSTRALASIAN JOURNAL OF COMBINATORICS Volume 44 (2009), Pages 163 170 On graphs with largest Laplacian eigenvalue at most 4 G. R. Omidi Department of Mathematical Sciences Isfahan University of Technology

More information

SHARP BOUNDS FOR THE GENERAL RANDIĆ INDEX R 1 OF A GRAPH

SHARP BOUNDS FOR THE GENERAL RANDIĆ INDEX R 1 OF A GRAPH ROCKY MOUNTAIN JOURNAL OF MATHEMATICS Volume 47, Number, 207 SHARP BOUNDS FOR THE GENERAL RANDIĆ INDEX R OF A GRAPH EI MILOVANOVIĆ, PM BEKAKOS, MP BEKAKOS AND IŽ MILOVANOVIĆ ABSTRACT Let G be an undirected

More information

On the Average of the Eccentricities of a Graph

On the Average of the Eccentricities of a Graph Filomat 32:4 (2018), 1395 1401 https://doi.org/10.2298/fil1804395d Published by Faculty of Sciences and Mathematics, University of Niš, Serbia Available at: http://www.pmf.ni.ac.rs/filomat On the Average

More information

The spectrum of the edge corona of two graphs

The spectrum of the edge corona of two graphs Electronic Journal of Linear Algebra Volume Volume (1) Article 4 1 The spectrum of the edge corona of two graphs Yaoping Hou yphou@hunnu.edu.cn Wai-Chee Shiu Follow this and additional works at: http://repository.uwyo.edu/ela

More information

ON THE WIENER INDEX AND LAPLACIAN COEFFICIENTS OF GRAPHS WITH GIVEN DIAMETER OR RADIUS

ON THE WIENER INDEX AND LAPLACIAN COEFFICIENTS OF GRAPHS WITH GIVEN DIAMETER OR RADIUS MATCH Communications in Mathematical and in Computer Chemistry MATCH Commun. Math. Comput. Chem. 63 (2010) 91-100 ISSN 0340-6253 ON THE WIENER INDEX AND LAPLACIAN COEFFICIENTS OF GRAPHS WITH GIVEN DIAMETER

More information

Estrada Index of Graphs

Estrada Index of Graphs Estrada Index of Graphs Mohammed Kasim 1 Department of Mathematics, University of Kashan, Kashan, Iran Email: kasimmd@kashanu.ac.ir Fumao Zhang, Qiang Wang Department of Mathematics, Xi an University of

More information

Journal of Science and Arts Year 17, No. 1(38), pp , 2017

Journal of Science and Arts Year 17, No. 1(38), pp , 2017 Journal of Science and Arts Year 17, No. 1(38), pp. 49-60, 2017 BOUNDS FOR THE ENERGY OF ( ) ORIGINAL PAPER ( ) USING 2-ADJACENCY SERIFE BUYUKKOSE 1, SEMIHA BASDAS NURKAHLI 1, NURSAH MUTLU 1 Manuscript

More information

A Survey on Comparing Zagreb Indices

A Survey on Comparing Zagreb Indices MATCH Communications in Mathematical and in Computer Chemistry MATCH Commun. Math. Comput. Chem. 65 (2011) 581-593 ISSN 0340-6253 A Survey on Comparing Zagreb Indices Bolian Liu and Zhifu You School of

More information

NOTE ON THE SKEW ENERGY OF ORIENTED GRAPHS. Communicated by Ivan Gutman. 1. Introduction

NOTE ON THE SKEW ENERGY OF ORIENTED GRAPHS. Communicated by Ivan Gutman. 1. Introduction Transactions on Combinatorics ISSN (print): 2251-8657, ISSN (on-line): 2251-8665 Vol. 4 No. 1 (2015), pp. 57-61. c 2015 University of Isfahan www.combinatorics.ir www.ui.ac.ir NOTE ON THE SKEW ENERGY OF

More information

Energy, Laplacian Energy and Zagreb Index of Line Graph, Middle Graph and Total Graph

Energy, Laplacian Energy and Zagreb Index of Line Graph, Middle Graph and Total Graph Int. J. Contemp. Math. Sciences, Vol. 5, 21, no. 18, 895-9 Energy, Laplacian Energy and Zagreb Index of Line Graph, Middle Graph and Total Graph Zhongzhu Liu Department of Mathematics, South China Normal

More information

Energy and Laplacian Energy of Graphs. ALI REZA ASHRAFI Department of Mathematics, University of Kashan, Kashan , I. R.

Energy and Laplacian Energy of Graphs. ALI REZA ASHRAFI Department of Mathematics, University of Kashan, Kashan , I. R. Energy and Laplacian Energy of Graphs ALI REZA ASHRAFI Department of Mathematics, University of Kashan, Kashan 87317-51167, I. R. Iran E-mail: ashrafi@kashanu.ac.ir Contents Laplacian Matrix Laplacian

More information

Program (Day 1) Spectral mapping theorem and asymptotic behavior of quantum walks on infinite graphs

Program (Day 1) Spectral mapping theorem and asymptotic behavior of quantum walks on infinite graphs Program (Day 1) Nov.29 (Fri) Kawai Hall, Dept. of Math., Tohoku Univ. 9:25 9:30 10:10 10:20 11:00 11:10 11:50 14:00 14:40 14:50 15:30 15:40 16:30 18:00 Opening Address from Chair Spectral mapping theorem

More information

Applied Mathematics Letters

Applied Mathematics Letters Applied Mathematics Letters (009) 15 130 Contents lists available at ScienceDirect Applied Mathematics Letters journal homepage: www.elsevier.com/locate/aml Spectral characterizations of sandglass graphs

More information

On the second Laplacian eigenvalues of trees of odd order

On the second Laplacian eigenvalues of trees of odd order Linear Algebra and its Applications 419 2006) 475 485 www.elsevier.com/locate/laa On the second Laplacian eigenvalues of trees of odd order Jia-yu Shao, Li Zhang, Xi-ying Yuan Department of Applied Mathematics,

More information

Maximum Size of Maximally Irregular Graphs

Maximum Size of Maximally Irregular Graphs MATCH Communications in Mathematical and in Computer Chemistry MATCH Commun. Math. Comput. Chem. 76 (2016) 81-98 ISSN 0340-6253 Maximum Size of Maximally Irregular Graphs Batmend Horoldagva 1,2,, Lkhagva

More information

A lower bound for the spectral radius of graphs with fixed diameter

A lower bound for the spectral radius of graphs with fixed diameter A lower bound for the spectral radius of graphs with fixed diameter Sebastian M. Cioabă Department of Mathematical Sciences, University of Delaware, Newark, DE 19716, USA e-mail: cioaba@math.udel.edu Edwin

More information

Spectra and Randić Spectra of Caterpillar Graphs and Applications to the Energy

Spectra and Randić Spectra of Caterpillar Graphs and Applications to the Energy MATCH Communications in Mathematical and in Computer Chemistry MATCH Commun. Math. Comput. Chem. 77 07) 6-75 ISSN 0340-653 Spectra and Randić Spectra of Caterpillar Graphs and Applications to the Energy

More information

On the difference between the revised Szeged index and the Wiener index

On the difference between the revised Szeged index and the Wiener index On the difference between the revised Szeged index and the Wiener index Sandi Klavžar a,b,c M J Nadjafi-Arani d June 3, 01 a Faculty of Mathematics and Physics, University of Ljubljana, Slovenia sandiklavzar@fmfuni-ljsi

More information

arxiv: v2 [math.co] 27 Jul 2013

arxiv: v2 [math.co] 27 Jul 2013 Spectra of the subdivision-vertex and subdivision-edge coronae Pengli Lu and Yufang Miao School of Computer and Communication Lanzhou University of Technology Lanzhou, 730050, Gansu, P.R. China lupengli88@163.com,

More information

Bipartite graphs with at most six non-zero eigenvalues

Bipartite graphs with at most six non-zero eigenvalues Also available at http://amc-journal.eu ISSN 1855-3966 (printed edn.), ISSN 1855-3974 (electronic edn.) ARS MATHEMATICA CONTEMPORANEA 11 (016) 315 35 Bipartite graphs with at most six non-zero eigenvalues

More information

Applicable Analysis and Discrete Mathematics available online at GRAPHS WITH TWO MAIN AND TWO PLAIN EIGENVALUES

Applicable Analysis and Discrete Mathematics available online at   GRAPHS WITH TWO MAIN AND TWO PLAIN EIGENVALUES Applicable Analysis and Discrete Mathematics available online at http://pefmath.etf.rs Appl. Anal. Discrete Math. 11 (2017), 244 257. https://doi.org/10.2298/aadm1702244h GRAPHS WITH TWO MAIN AND TWO PLAIN

More information

Linear Algebra and its Applications

Linear Algebra and its Applications Linear Algebra and its Applications xxx (2008) xxx xxx Contents lists available at ScienceDirect Linear Algebra and its Applications journal homepage: wwwelseviercom/locate/laa Graphs with three distinct

More information

On the normalized Laplacian energy and general Randić index R 1 of graphs

On the normalized Laplacian energy and general Randić index R 1 of graphs On the normalized Laplacian energy and general Randić index R of graphs Michael Cavers a Shaun Fallat a Steve Kirkland ab3 a Department of Mathematics and Statistics University of Regina Regina SK Canada

More information

LAPLACIAN ESTRADA INDEX OF TREES

LAPLACIAN ESTRADA INDEX OF TREES MATCH Communications in Mathematical and in Computer Chemistry MATCH Commun. Math. Comput. Chem. 63 (009) 769-776 ISSN 0340-653 LAPLACIAN ESTRADA INDEX OF TREES Aleksandar Ilić a and Bo Zhou b a Faculty

More information

A lower bound for the Laplacian eigenvalues of a graph proof of a conjecture by Guo

A lower bound for the Laplacian eigenvalues of a graph proof of a conjecture by Guo A lower bound for the Laplacian eigenvalues of a graph proof of a conjecture by Guo A. E. Brouwer & W. H. Haemers 2008-02-28 Abstract We show that if µ j is the j-th largest Laplacian eigenvalue, and d

More information

D-EQUIENERGETIC SELF-COMPLEMENTARY GRAPHS

D-EQUIENERGETIC SELF-COMPLEMENTARY GRAPHS 123 Kragujevac J. Math. 32 (2009) 123 131. D-EQUIENERGETIC SELF-COMPLEMENTARY GRAPHS Gopalapillai Indulal 1 and Ivan Gutman 2 1 Department of Mathematics, St. Aloysius College, Edathua, Alappuzha 689573,

More information

On the Laplacian Energy of Windmill Graph. and Graph D m,cn

On the Laplacian Energy of Windmill Graph. and Graph D m,cn International Journal of Contemporary Mathematical Sciences Vol. 11, 2016, no. 9, 405-414 HIKARI Ltd, www.m-hikari.com http://dx.doi.org/10.12988/ijcms.2016.6844 On the Laplacian Energy of Windmill Graph

More information

LAPLACIAN ENERGY OF UNION AND CARTESIAN PRODUCT AND LAPLACIAN EQUIENERGETIC GRAPHS

LAPLACIAN ENERGY OF UNION AND CARTESIAN PRODUCT AND LAPLACIAN EQUIENERGETIC GRAPHS Kragujevac Journal of Mathematics Volume 39() (015), Pages 193 05. LAPLACIAN ENERGY OF UNION AND CARTESIAN PRODUCT AND LAPLACIAN EQUIENERGETIC GRAPHS HARISHCHANDRA S. RAMANE 1, GOURAMMA A. GUDODAGI 1,

More information

Estrada and L-Estrada Indices of Edge-Independent Random Graphs

Estrada and L-Estrada Indices of Edge-Independent Random Graphs Symmetry 2015, 7, 1455-1462; doi:10.3390/sym7031455 OPEN ACCESS symmetry ISSN 2073-8994 www.mdpi.com/journal/symmetry Technical Note Estrada and L-Estrada Indices of Edge-Independent Random Graphs Yilun

More information

In this paper, we will investigate oriented bicyclic graphs whose skew-spectral radius does not exceed 2.

In this paper, we will investigate oriented bicyclic graphs whose skew-spectral radius does not exceed 2. 3rd International Conference on Multimedia Technology ICMT 2013) Oriented bicyclic graphs whose skew spectral radius does not exceed 2 Jia-Hui Ji Guang-Hui Xu Abstract Let S(Gσ ) be the skew-adjacency

More information

BOUNDS FOR LAPLACIAN SPECTRAL RADIUS OF THE COMPLETE BIPARTITE GRAPH

BOUNDS FOR LAPLACIAN SPECTRAL RADIUS OF THE COMPLETE BIPARTITE GRAPH Volume 115 No. 9 017, 343-351 ISSN: 1311-8080 (printed version); ISSN: 1314-3395 (on-line version) url: http://www.ijpam.eu ijpam.eu BOUNDS FOR LAPLACIAN SPECTRAL RADIUS OF THE COMPLETE BIPARTITE GRAPH

More information

Extremal Laplacian-energy-like invariant of graphs with given matching number

Extremal Laplacian-energy-like invariant of graphs with given matching number Electronic Journal of Linear Algebra Volume 6 Volume 6 (013) Article 10 013 Extremal Laplacian-energy-like invariant of graphs with given matching number Kexiang Xu Kinkar Ch. Das kinkardas003@googlemail.com

More information

Graphs determined by their (signless) Laplacian spectra

Graphs determined by their (signless) Laplacian spectra Electronic Journal of Linear Algebra Volume Volume (011) Article 6 011 Graphs determined by their (signless) Laplacian spectra Muhuo Liu liumuhuo@scau.edu.cn Bolian Liu Fuyi Wei Follow this and additional

More information

The Signless Laplacian Spectral Radius of Graphs with Given Degree Sequences. Dedicated to professor Tian Feng on the occasion of his 70 birthday

The Signless Laplacian Spectral Radius of Graphs with Given Degree Sequences. Dedicated to professor Tian Feng on the occasion of his 70 birthday The Signless Laplacian Spectral Radius of Graphs with Given Degree Sequences Xiao-Dong ZHANG Ü À Shanghai Jiao Tong University xiaodong@sjtu.edu.cn Dedicated to professor Tian Feng on the occasion of his

More information

On sum of powers of the Laplacian and signless Laplacian eigenvalues of graphs

On sum of powers of the Laplacian and signless Laplacian eigenvalues of graphs On sum of powers of the Laplacian and signless Laplacian eigenvalues of graphs Saieed Akbari 1,2 Ebrahim Ghorbani 1,2 Jacobus H. Koolen 3,4 Mohammad Reza Oboudi 1,2 1 Department of Mathematical Sciences

More information

The least eigenvalue of the signless Laplacian of non-bipartite unicyclic graphs with k pendant vertices

The least eigenvalue of the signless Laplacian of non-bipartite unicyclic graphs with k pendant vertices Electronic Journal of Linear Algebra Volume 26 Volume 26 (2013) Article 22 2013 The least eigenvalue of the signless Laplacian of non-bipartite unicyclic graphs with k pendant vertices Ruifang Liu rfliu@zzu.edu.cn

More information

Normalized rational semiregular graphs

Normalized rational semiregular graphs Electronic Journal of Linear Algebra Volume 8 Volume 8: Special volume for Proceedings of Graph Theory, Matrix Theory and Interactions Conference Article 6 015 Normalized rational semiregular graphs Randall

More information

Improved Upper Bounds for the Laplacian Spectral Radius of a Graph

Improved Upper Bounds for the Laplacian Spectral Radius of a Graph Improved Upper Bounds for the Laplacian Spectral Radius of a Graph Tianfei Wang 1 1 School of Mathematics and Information Science Leshan Normal University, Leshan 614004, P.R. China 1 wangtf818@sina.com

More information

Laplacian Integral Graphs with Maximum Degree 3

Laplacian Integral Graphs with Maximum Degree 3 Laplacian Integral Graphs with Maximum Degree Steve Kirkland Department of Mathematics and Statistics University of Regina Regina, Saskatchewan, Canada S4S 0A kirkland@math.uregina.ca Submitted: Nov 5,

More information

arxiv: v1 [cs.ds] 11 Oct 2018

arxiv: v1 [cs.ds] 11 Oct 2018 Path matrix and path energy of graphs arxiv:1810.04870v1 [cs.ds] 11 Oct 018 Aleksandar Ilić Facebook Inc, Menlo Park, California, USA e-mail: aleksandari@gmail.com Milan Bašić Faculty of Sciences and Mathematics,

More information

When can the components of NEPS of connected bipartite graphs be almost cospectral?

When can the components of NEPS of connected bipartite graphs be almost cospectral? When can the components of NEPS of connected bipartite graphs be almost cospectral? Dragan Stevanović Department of Mathematics, Faculty of Science, Ćirila i Metodija 2, Niš 18000, Yugoslavia dragance@pmf.pmf.ni.ac.yu

More information

Nullity of Hermitian-Adjacency Matrices of Mixed Graphs

Nullity of Hermitian-Adjacency Matrices of Mixed Graphs Journal of Mathematical Research with Applications Jan., 2018, Vol. 38, No. 1, pp. 23 33 DOI:10.3770/j.issn:2095-2651.2018.01.002 Http://jmre.dlut.edu.cn Nullity of Hermitian-Adjacency Matrices of Mixed

More information

A Sharp Upper Bound on Algebraic Connectivity Using Domination Number

A Sharp Upper Bound on Algebraic Connectivity Using Domination Number A Sharp Upper Bound on Algebraic Connectivity Using Domination Number M Aouchiche a, P Hansen a,b and D Stevanović c,d a GERAD and HEC Montreal, Montreal, Qc, CANADA b LIX, École Polytechnique, Palaiseau,

More information

Linear Algebra and its Applications

Linear Algebra and its Applications Linear Algebra and its Applications 432 2010 661 669 Contents lists available at ScienceDirect Linear Algebra and its Applications journal homepage: wwwelseviercom/locate/laa On the characteristic and

More information

A Survey on Energy of Graphs

A Survey on Energy of Graphs Annals of Pure and Applied Mathematics Vol. 8, No. 2, 2014, 183-191 ISSN: 2279-087X (P), 2279-0888(online) Published on 17 December 2014 www.researchmathsci.org Annals of A Survey on Energy of Graphs S.Meenakshi

More information

On the Least Eigenvalue of Graphs with Cut Vertices

On the Least Eigenvalue of Graphs with Cut Vertices Journal of Mathematical Research & Exposition Nov., 010, Vol. 30, No. 6, pp. 951 956 DOI:10.3770/j.issn:1000-341X.010.06.001 Http://jmre.dlut.edu.cn On the Least Eigenvalue of Graphs with Cut Vertices

More information

v iv j E(G) x u, for each v V(G).

v iv j E(G) x u, for each v V(G). Volume 3, pp. 514-5, May 01 A NOTE ON THE LEAST EIGENVALUE OF A GRAPH WITH GIVEN MAXIMUM DEGREE BAO-XUAN ZHU Abstract. This note investigates the least eigenvalues of connected graphs with n vertices and

More information

On the Dynamic Chromatic Number of Graphs

On the Dynamic Chromatic Number of Graphs On the Dynamic Chromatic Number of Graphs Maryam Ghanbari Joint Work with S. Akbari and S. Jahanbekam Sharif University of Technology m_phonix@math.sharif.ir 1. Introduction Let G be a graph. A vertex

More information

SKEW-SPECTRA AND SKEW ENERGY OF VARIOUS PRODUCTS OF GRAPHS. Communicated by Ivan Gutman

SKEW-SPECTRA AND SKEW ENERGY OF VARIOUS PRODUCTS OF GRAPHS. Communicated by Ivan Gutman Transactions on Combinatorics ISSN (print: 2251-8657, ISSN (on-line: 2251-8665 Vol. 4 No. 2 (2015, pp. 13-21. c 2015 University of Isfahan www.combinatorics.ir www.ui.ac.ir SKEW-SPECTRA AND SKEW ENERGY

More information

arxiv: v1 [math.co] 6 Feb 2011

arxiv: v1 [math.co] 6 Feb 2011 arxiv:1102.1144v1 [math.co] 6 Feb 2011 ON SUM OF POWERS OF LAPLACIAN EIGENVALUES AND LAPLACIAN ESTRADA INDEX OF GRAPHS Abstract Bo Zhou Department of Mathematics, South China Normal University, Guangzhou

More information

Topological indices: the modified Schultz index

Topological indices: the modified Schultz index Topological indices: the modified Schultz index Paula Rama (1) Joint work with Paula Carvalho (1) (1) CIDMA - DMat, Universidade de Aveiro The 3rd Combinatorics Day - Lisboa, March 2, 2013 Outline Introduction

More information

On the distance signless Laplacian spectral radius of graphs and digraphs

On the distance signless Laplacian spectral radius of graphs and digraphs Electronic Journal of Linear Algebra Volume 3 Volume 3 (017) Article 3 017 On the distance signless Laplacian spectral radius of graphs and digraphs Dan Li Xinjiang University,Urumqi, ldxjedu@163.com Guoping

More information

arxiv: v2 [math.co] 4 Sep 2009

arxiv: v2 [math.co] 4 Sep 2009 Bounds for the Hückel energy of a graph Ebrahim Ghorbani a,b,, Jack H. Koolen c,d,, Jae Young Yang c a Department of Mathematical Sciences, Sharif University of Technology, P.O. Box 11155-9415, Tehran,

More information

The maximum forcing number of a polyomino

The maximum forcing number of a polyomino AUSTRALASIAN JOURNAL OF COMBINATORICS Volume 69(3) (2017), Pages 306 314 The maximum forcing number of a polyomino Yuqing Lin Mujiangshan Wang School of Electrical Engineering and Computer Science The

More information

On the spectral radii of quasi-tree graphs and quasiunicyclic graphs with k pendent vertices

On the spectral radii of quasi-tree graphs and quasiunicyclic graphs with k pendent vertices Electronic Journal of Linear Algebra Volume 20 Volume 20 (2010) Article 30 2010 On the spectral radii of quasi-tree graphs and quasiunicyclic graphs with k pendent vertices Xianya Geng Shuchao Li lscmath@mail.ccnu.edu.cn

More information

Laplacians of Graphs, Spectra and Laplacian polynomials

Laplacians of Graphs, Spectra and Laplacian polynomials Laplacians of Graphs, Spectra and Laplacian polynomials Lector: Alexander Mednykh Sobolev Institute of Mathematics Novosibirsk State University Winter School in Harmonic Functions on Graphs and Combinatorial

More information

On Hadamard Diagonalizable Graphs

On Hadamard Diagonalizable Graphs On Hadamard Diagonalizable Graphs S. Barik, S. Fallat and S. Kirkland Department of Mathematics and Statistics University of Regina Regina, Saskatchewan, Canada S4S 0A2 Abstract Of interest here is a characterization

More information

On the nullity number of graphs

On the nullity number of graphs Electronic Journal of Graph Theory and Applications 5 (2) (2017), 335 346 On the nullity number of graphs Mustapha Aouchiche, Pierre Hansen GERAD and HEC Montréal, Montreal, Canada mustapha.aouchiche@gerad.ca,

More information

Graphs with given diameter maximizing the spectral radius van Dam, Edwin

Graphs with given diameter maximizing the spectral radius van Dam, Edwin Tilburg University Graphs with given diameter maximizing the spectral radius van Dam, Edwin Published in: Linear Algebra and its Applications Publication date: 2007 Link to publication Citation for published

More information

Regular factors of regular graphs from eigenvalues

Regular factors of regular graphs from eigenvalues Regular factors of regular graphs from eigenvalues Hongliang Lu Center for Combinatorics, LPMC Nankai University, Tianjin, China Abstract Let m and r be two integers. Let G be a connected r-regular graph

More information

Eigenvalues and edge-connectivity of regular graphs

Eigenvalues and edge-connectivity of regular graphs Eigenvalues and edge-connectivity of regular graphs Sebastian M. Cioabă University of Delaware Department of Mathematical Sciences Newark DE 19716, USA cioaba@math.udel.edu August 3, 009 Abstract In this

More information

Some spectral inequalities for triangle-free regular graphs

Some spectral inequalities for triangle-free regular graphs Filomat 7:8 (13), 1561 1567 DOI 198/FIL138561K Published by Faculty of Sciences and Mathematics, University of Niš, Serbia Available at: http://wwwpmfniacrs/filomat Some spectral inequalities for triangle-free

More information

arxiv: v1 [math.co] 20 Sep 2014

arxiv: v1 [math.co] 20 Sep 2014 On some papers of Nikiforov Bo Ning Department of Applied Mathematics, School of Science, Northwestern Polytechnical University, Xi an, Shaanxi 71007, P.R. China arxiv:109.588v1 [math.co] 0 Sep 01 Abstract

More information

Spectral Characterization of Generalized Cocktail-Party Graphs

Spectral Characterization of Generalized Cocktail-Party Graphs Journal of Mathematical Research with Applications Nov., 01, Vol. 3, No. 6, pp. 666 67 DOI:10.3770/j.issn:095-651.01.06.005 Http://jmre.dlut.edu.cn Spectral Characterization of Generalized Cocktail-Party

More information

Discrete Mathematics

Discrete Mathematics Discrete Mathematics 3 (0) 333 343 Contents lists available at ScienceDirect Discrete Mathematics journal homepage: wwwelseviercom/locate/disc The Randić index and the diameter of graphs Yiting Yang a,

More information

New skew Laplacian energy of a simple digraph

New skew Laplacian energy of a simple digraph New skew Laplacian energy of a simple digraph Qingqiong Cai, Xueliang Li, Jiangli Song arxiv:1304.6465v1 [math.co] 24 Apr 2013 Center for Combinatorics and LPMC-TJKLC Nankai University Tianjin 300071,

More information

THE HARMONIC INDEX OF EDGE-SEMITOTAL GRAPHS, TOTAL GRAPHS AND RELATED SUMS

THE HARMONIC INDEX OF EDGE-SEMITOTAL GRAPHS, TOTAL GRAPHS AND RELATED SUMS Kragujevac Journal of Mathematics Volume 08, Pages 7 8. THE HARMONIC INDEX OF EDGE-SEMITOTAL GRAPHS, TOTAL GRAPHS AND RELATED SUMS B. N. ONAGH Abstract. For a connected graph G, there are several related

More information

On trees with smallest resolvent energies 1

On trees with smallest resolvent energies 1 On trees with smallest resolvent energies 1 Mohammad Ghebleh, Ali Kanso, Dragan Stevanović Faculty of Science, Kuwait University, Safat 13060, Kuwait mamad@sci.kuniv.edu.kw, akanso@sci.kuniv.edu.kw, dragance106@yahoo.com

More information

Laplacian for Graphs Exercises 1.

Laplacian for Graphs Exercises 1. Laplacian for Graphs Exercises 1. Instructor: Mednykh I. A. Sobolev Institute of Mathematics Novosibirsk State University Winter School in Harmonic Functions on Graphs and Combinatorial Designs 20-24 January,

More information

Applicable Analysis and Discrete Mathematics available online at MORE ON THE NORMALIZED LAPLACIAN ESTRADA INDEX.

Applicable Analysis and Discrete Mathematics available online at  MORE ON THE NORMALIZED LAPLACIAN ESTRADA INDEX. Applicable Analysis and Discrete Mathematics available online at http://pefmath.etf.rs Appl. Anal. Discrete Math. 8 (2014), 346 357. doi:10.2298/aadm140724011s MORE ON THE NORMALIZED LAPLACIAN ESTRADA

More information

The multiplicative Zagreb indices of graph operations

The multiplicative Zagreb indices of graph operations Das et al Journal of Inequalities and Applications 0, 0:90 R E S E A R C H Open Access The multiplicative Zagreb indices of graph operations Kinkar C Das, Aysun Yurttas,MugeTogan, Ahmet Sinan Cevik and

More information

Laplacian spectral radius of trees with given maximum degree

Laplacian spectral radius of trees with given maximum degree Available online at www.sciencedirect.com Linear Algebra and its Applications 429 (2008) 1962 1969 www.elsevier.com/locate/laa Laplacian spectral radius of trees with given maximum degree Aimei Yu a,,1,

More information

Graphs with Integer Matching Polynomial Roots

Graphs with Integer Matching Polynomial Roots Graphs with Integer Matching Polynomial Roots S. Akbari a, P. Csikvári b, A. Ghafari a, S. Khalashi Ghezelahmad c, M. Nahvi a a Department of Mathematical Sciences, Sharif University of Technology, Tehran,

More information

THE HARMONIC INDEX OF UNICYCLIC GRAPHS WITH GIVEN MATCHING NUMBER

THE HARMONIC INDEX OF UNICYCLIC GRAPHS WITH GIVEN MATCHING NUMBER Kragujevac Journal of Mathematics Volume 38(1 (2014, Pages 173 183. THE HARMONIC INDEX OF UNICYCLIC GRAPHS WITH GIVEN MATCHING NUMBER JIAN-BO LV 1, JIANXI LI 1, AND WAI CHEE SHIU 2 Abstract. The harmonic

More information

arxiv: v1 [math.sp] 11 Jun 2018

arxiv: v1 [math.sp] 11 Jun 2018 On the diameter and incidence energy of iterated total graphs Eber Lenes a, Exequiel Mallea-Zepeda b, María Robbiano c, Jonnathan Rodríguez c a Departamento de Investigaciones, Universidad del Sinú. Elías

More information

SEIDEL ENERGY OF ITERATED LINE GRAPHS OF REGULAR GRAPHS

SEIDEL ENERGY OF ITERATED LINE GRAPHS OF REGULAR GRAPHS Kragujevac Journal of Mathematics Volume 39(1) (015), Pages 7 1. SEIDEL ENERGY OF ITERATED LINE GRAPHS OF REGULAR GRAPHS HARISHCHANDRA S. RAMANE 1, IVAN GUTMAN, AND MAHADEVAPPA M. GUNDLOOR 3 Abstract.

More information

Energy of Graphs. Sivaram K. Narayan Central Michigan University. Presented at CMU on October 10, 2015

Energy of Graphs. Sivaram K. Narayan Central Michigan University. Presented at CMU on October 10, 2015 Energy of Graphs Sivaram K. Narayan Central Michigan University Presented at CMU on October 10, 2015 1 / 32 Graphs We will consider simple graphs (no loops, no multiple edges). Let V = {v 1, v 2,..., v

More information

A note on the Laplacian Estrada index of trees 1

A note on the Laplacian Estrada index of trees 1 MATCH Communications in Mathematical and in Computer Chemistry MATCH Commun. Math. Comput. Chem. 63 (2009) 777-782 ISSN 0340-6253 A note on the Laplacian Estrada index of trees 1 Hanyuan Deng College of

More information

Average Mixing Matrix of Trees

Average Mixing Matrix of Trees Electronic Journal of Linear Algebra Volume 34 Volume 34 08 Article 9 08 Average Mixing Matrix of Trees Chris Godsil University of Waterloo, cgodsil@uwaterloo.ca Krystal Guo Université libre de Bruxelles,

More information

Copies of a rooted weighted graph attached to an arbitrary weighted graph and applications

Copies of a rooted weighted graph attached to an arbitrary weighted graph and applications Electronic Journal of Linear Algebra Volume 26 Volume 26 2013 Article 47 2013 Copies of a rooted weighted graph attached to an arbitrary weighted graph and applications Domingos M. Cardoso dcardoso@ua.pt

More information

arxiv: v2 [math.co] 5 Nov 2015

arxiv: v2 [math.co] 5 Nov 2015 Upper bounds for the achromatic and coloring numbers of a graph arxiv:1511.00537v2 [math.co] 5 Nov 2015 Baoyindureng Wu College of Mathematics and System Sciences, Xinjiang University Urumqi, Xinjiang

More information

Spectral radii of graphs with given chromatic number

Spectral radii of graphs with given chromatic number Applied Mathematics Letters 0 (007 158 16 wwwelseviercom/locate/aml Spectral radii of graphs with given chromatic number Lihua Feng, Qiao Li, Xiao-Dong Zhang Department of Mathematics, Shanghai Jiao Tong

More information

Cospectral bipartite graphs for the normalized Laplacian. Steven Paul Osborne. A dissertation submitted to the graduate faculty

Cospectral bipartite graphs for the normalized Laplacian. Steven Paul Osborne. A dissertation submitted to the graduate faculty Cospectral bipartite graphs for the normalized Laplacian by Steven Paul Osborne A dissertation submitted to the graduate faculty in partial fulfillment of the requirements for the degree of DOCTOR OF PHILOSOPHY

More information

UNAVOIDABLE INDUCED SUBGRAPHS IN LARGE GRAPHS WITH NO HOMOGENEOUS SETS

UNAVOIDABLE INDUCED SUBGRAPHS IN LARGE GRAPHS WITH NO HOMOGENEOUS SETS UNAVOIDABLE INDUCED SUBGRAPHS IN LARGE GRAPHS WITH NO HOMOGENEOUS SETS MARIA CHUDNOVSKY, RINGI KIM, SANG-IL OUM, AND PAUL SEYMOUR Abstract. An n-vertex graph is prime if it has no homogeneous set, that

More information

Extremal trees with fixed degree sequence for atom-bond connectivity index

Extremal trees with fixed degree sequence for atom-bond connectivity index Filomat 26:4 2012), 683 688 DOI 10.2298/FIL1204683X Published by Faculty of Sciences and Mathematics, University of Niš, Serbia Available at: http://www.pmf.ni.ac.rs/filomat Extremal trees with fixed degree

More information

THE GRAPHS WHOSE PERMANENTAL POLYNOMIALS ARE SYMMETRIC

THE GRAPHS WHOSE PERMANENTAL POLYNOMIALS ARE SYMMETRIC Discussiones Mathematicae Graph Theory 38 (2018) 233 243 doi:10.7151/dmgt.1986 THE GRAPHS WHOSE PERMANENTAL POLYNOMIALS ARE SYMMETRIC Wei Li Department of Applied Mathematics, School of Science Northwestern

More information

Laplacians of Graphs, Spectra and Laplacian polynomials

Laplacians of Graphs, Spectra and Laplacian polynomials Mednykh A. D. (Sobolev Institute of Math) Laplacian for Graphs 27 June - 03 July 2015 1 / 30 Laplacians of Graphs, Spectra and Laplacian polynomials Alexander Mednykh Sobolev Institute of Mathematics Novosibirsk

More information

Bicyclic digraphs with extremal skew energy

Bicyclic digraphs with extremal skew energy Electronic Journal of Linear Algebra Volume 3 Volume 3 (01) Article 01 Bicyclic digraphs with extremal skew energy Xiaoling Shen Yoaping Hou yphou@hunnu.edu.cn Chongyan Zhang Follow this and additional

More information

On the Randić index. Huiqing Liu. School of Mathematics and Computer Science, Hubei University, Wuhan , China

On the Randić index. Huiqing Liu. School of Mathematics and Computer Science, Hubei University, Wuhan , China Journal of Mathematical Chemistry Vol. 38, No. 3, October 005 ( 005) DOI: 0.007/s090-005-584-7 On the Randić index Huiqing Liu School of Mathematics and Computer Science, Hubei University, Wuhan 43006,

More information

Maximum k-regular induced subgraphs

Maximum k-regular induced subgraphs R u t c o r Research R e p o r t Maximum k-regular induced subgraphs Domingos M. Cardoso a Marcin Kamiński b Vadim Lozin c RRR 3 2006, March 2006 RUTCOR Rutgers Center for Operations Research Rutgers University

More information

Linear Algebra and its Applications

Linear Algebra and its Applications Linear Algebra and its Applications 435 (2011) 1029 1033 Contents lists available at ScienceDirect Linear Algebra and its Applications journal homepage: www.elsevier.com/locate/laa Subgraphs and the Laplacian

More information

Spectral results on regular graphs with (k, τ)-regular sets

Spectral results on regular graphs with (k, τ)-regular sets Discrete Mathematics 307 (007) 1306 1316 www.elsevier.com/locate/disc Spectral results on regular graphs with (k, τ)-regular sets Domingos M. Cardoso, Paula Rama Dep. de Matemática, Univ. Aveiro, 3810-193

More information

Average distance, radius and remoteness of a graph

Average distance, radius and remoteness of a graph Also available at http://amc-journal.eu ISSN 855-3966 (printed edn.), ISSN 855-397 (electronic edn.) ARS MATHEMATICA CONTEMPORANEA 7 (0) 5 Average distance, radius and remoteness of a graph Baoyindureng

More information

Group connectivity of certain graphs

Group connectivity of certain graphs Group connectivity of certain graphs Jingjing Chen, Elaine Eschen, Hong-Jian Lai May 16, 2005 Abstract Let G be an undirected graph, A be an (additive) Abelian group and A = A {0}. A graph G is A-connected

More information