On the Energy of Some Graphs

Size: px
Start display at page:

Download "On the Energy of Some Graphs"

Transcription

1 nnals of Pure and pplied Mathematics Vol. 7, No., 08, 5- ISSN: X P, online Published on pril 08 DOI: nnals of On the Energy of Some raphs Sudhir R. Jog, Prabhaar R. Hampiholi and njana S. Joshi Department of Mathematics, ogte Institute of Technology Udyambag Belagavi , Karnataa, India Corresponding author Received 8 February 08; accepted pril 08 bstract. Energy of a graph is an interesting parameter related to total π electron energy of the corresponding molecule. Recently Vaidya and Popat defined a pair of new graphs and obtained their energy in terms of the energy of original graph. In this paper we generalize the construction and obtain their energy. lso we discuss the spectrum of the first level thorn graph of a graph. Keywords: Splitting graph, Shadow graph, Thorn graph, Energy of a graph MS Mathematics Subject Classification 00: 05C50. Introduction In quantum chemistry, the seletons of certain non-saturated hydrocarbons are represented by graphs [, 3]. Energy levels of electrons in such a molecule are, in fact, the eigenvalues of the corresponding graph. ll the graphs considered here are finite, simple and undirected. The adjacency matrix of a graph of order n with vertex set {v,v, v n } is an n x n matrix [a ij ] with a ij if v i is adjacent to v j and 0 otherwise. The eigenvalues of are called eigenvalues of. Eigenvalues along with their multiplicities form the spectrum of. We denote spectrum of graph by spec.the addition of absolute eigenvalues of is defined as energy of denoted by E [5]. It is a generalization of a formula valid for the total π-electron energy of a conjugated hydrocarbon as calculated with the Hucel molecular orbital HMO method [-]. For some bounds on the energy of a graph; one can refer [6-8].Two non isomorphic graphs on same number of vertices are said to be cospectral if they have the same spectrum. Two non isomorphic graphs are called equienergetic if they have same energy. Obviously cospectral graphs are equienergetic, so we loo for non isomorphic non cospectral connected graphs which are equienergetic. For wor on equienergetic graphs; one can refer [9-]. For some wor on energy of singular graphs, eccentric energy and degree sum energy; one can refer [3-5]. 5

2 Sudhir R. Jog, Prabhaar R. Hampiholi and njana S. Joshi Let ϵ R m xn and B ϵ R n xp then, the Kronecer product tensor product of and B ab a nb is defined as the matrix B a B a B m mn Proposition.[6]: Let ϵ M m and Bϵ M n.furthermore; if λ is an eigenvalue of with eigenvector x and µ is an eigenvalue of B with eigenvector y then λµ is an eigenvalue of B with eigenvector x y. The present wor generalizes the two graphs defined by Vaidya, Popat [7], so that their results become particular cases.. Energy of splitting graph The splitting graph of a graph was defined in 980 by Sampathumar and Waliar [8]. Here we define the generalized version of the same. Definition.. The splitting graph S of a graph of order n, is obtained from copies of by adding one set of n new vertices corresponding each vertex of say {u,u, u n } and joining each u i to neighbor of v j i for j,,3,,. Here we assume j that v i denotes the i th vertex in j th j l copy of. lso we join every v i to neighbors of v i j for all j,,,. We prove the following. Theorem.. +. Proof: With pertinent labeling of vertices the adjacency matrix of taes the form S O 0 where is adjacency matrix of and O is a zero matrix of order n. the matrix of order + by + coincides with minimum covering 0 matrix of K + complete graph of order + with characteristic polynomial λ - [λ λ ] and eigenvalues 0 - times and ± +/ once see [9]. Using proposition.,we have the spectrum of 6

3 On the Energy of Some raphs n n i λ i λ where λ i i,, n are the eigenvalues of. So that + + ± +. Corollary.3. From equation it s easy to see that if and are two equienergetic graphs, then S and S are equienergetic for all. Corollary.. If in equation we get the splitting graph of and the corresponding result for energy as in [7]. Illustration: If is K and the graph S K is as shown below Figure : The spectrum of K so that spectrum of S K is ± 3 ± 3 ES K Energy of a shadow graph We now define the shadow graph of a graph as follows. Definition 3.. The shadow graph D of a connected graph is constructed by taing copies of. Join each vertex of every copy with the neighbors of corresponding vertex in all remaining - copies. Theorem 3.. E D E. Proof: With pertinent labeling the adjacency matrix of D taes the form D where is the adjacency matrix of.

4 Sudhir R. Jog, Prabhaar R. Hampiholi and njana S. Joshi The matrix of order by, having the characteristic polynomial λ - λ- and hence has eigenvalues 0 - times and once. Using proposition. we have the spectrum of λ i 0 where λ i i,, n n n are the eigenvalues of. Hence, E [ D ]. Corollary 3.. From equation it s easy to see that if and are two equienergetic graphs, then D and D are equienegetic for all. Corollary 3.3. If in equation we get the shadow graph of as defined in [7] and the corresponding result for energy. Illustration: If is K and 3 then is as shown below Figure : The spectrum of K so that spectrum of D 3 K is 3 3. lso ED 3 K First level thorn graphs We consider some class of graphs which are constructed by joining an edge to every vertex and then joining pendent vertices to the end vertices of the edge joined. The graph obtained by this procedure from we call, first level thorn graph denoted by +. graph and first level thorn graph +3 are shown below. a b Figure 3: The spectrum of 0 level thorn graphs is discussed in [0]. In this chapter we compute characteristic polynomial of first level thorn graphs. Lemma.. [] If M is any nonsingular matrix then 8

5 On the Energy of Some raphs Theorem.. The adjacency polynomial of a first level thorn graph of a graph is related with adjacency polynomial of by P +,λ λ n-n λ n P,. Proof: Let + denote the graph obtained from by attaching an edge to each vertex of and then attaching pendent vertices to ends of edges joined. With pertinent labeling the adjacency matrix of + has the form, + where P is a matrix of order n by n with i th column having s in i th row to i th row for i,,3.n, O n denotes a zero matrix and I n denotes the identity matrix of order n. The characteristic equation of + is then λi +. From Lemma. we have λi + λi n M P N M Q Q PM. gain from Lemma. we have λi + 3 Hence the theorem. Corollary.3. From equation 3 the spectrum of + is given by for each eigenvalue of,,,... So that the energy of +, E + where denotes root of the cubic equation ++ 0 for each eigenvalue,,.. of. lso from the cubic equation, it can be observed that if nullity of number of zero eigenvalues is p then + has nullity n n + p and contains + p times in its spectrum. Corollary.. If from equation 3 we get + which is same as the graph with path of length attached to each vertex, having the polynomial N 9

6 Sudhir R. Jog, Prabhaar R. Hampiholi and njana S. Joshi P +, λ λ n P,. Note: from the relations above its clear that, if has singularity p then + will have singularity p and ± times in it s specctrum. n Further if then, + is a unicyclic graph of diameter + having adjacency polynomial P C + n, λ λ n PC n, [ cos ]. Corollary.5. When 0 from equation 3 we have, P +0,λ λ n P, λ coincides with the characteristic polynomial of + in [9] as required. 5. Conclusion The paper deals with general version of splitting graph and shadow graph of a graph; consequently we have graphs, whose energy is positive integral multiple of energy of any given graph. lso we obtained infinite family of equienergetic graphs starting with a pair of equienergetic graphs. lso we give a relation between the characteristic polynomial of first level thorn graph of with that of. cnowledgement. The authors than the anonymous referees for their valuable suggestions and comments which improved the presentation of the wor. REFERENCES. E.Hucel, Quantentheoretische Beitrage zum Benzolproblem, Z. Phys, C..Coulson, On the calculation of the energy in unsaturated hydrocarbon molecules, Proc. Cambridge Phil. Soc., I.utman, The energy of a graph, Ber. Math. Statist. Set. Forschungszenturmraz R.Balarishnan, The energy of a graph, Linear lgebra ppl., Caprossi, D.Cvetovi c, I.utman and B.Hansen, Variable neighborhood graph finding graphs with extreme energy, J. Chem. Inf. Comput. Sci., I.utman, The energy of a graph: old and new results, in lgebraic Combinatorics and pplications,. Betten,. Kohner, R. Laue, and.wassermann, eds., Springer, Berlin, 00, H.Ramane, H.Waliar, S.Rao, B.charya, P.Hampiholi, S.Jog and I.utman, Equienergetic graphs, Kragujevac J. Math., H.Ramane, I.utman, H.Waliar and S.Halarni, nother class of equienergetic graphs, Kragujevac J. Math., Indulal and.vijayumar, Equienergetic self complementary graphs, Czech. Math. J., H.Ramane, H.Waliar, S.Rao, B.charya, P.Hampiholi, S.Jog and I.utman, Spectra and energies of iterated line graphs of regular graphs, ppl. Math. Lett., 8,

7 On the Energy of Some raphs. T.K.Mathew Varey and J.K.Rajan, On the spectrum and energy of concatenated singular graphs, nnals of Pure and pplied Mathematics, D.S.Revanar, M.M.Patil and H.S.Ramane, eccentricity eigenvalue and eccentricity energy of a graph nnals of Pure and pplied Mathematics, S.R.Jog and Raju Kotambari, Degree sum energy of some graphs, nnals of Pure and pplied Mathematics, R..Horn and C.R.Johnson, Topics in Matrix nalysis, Cambridge Univ. Press, Cambridge, S.K.Vaidya and K.M.Popat, Some New results on energy of graphs, MTCH Commun. Math. Comput. Chem., E.Sampathumar and H.B.Waliar, On the splitting graph of a graph, Karnata Univ J.Sci., 35/ C.diga,.Bayed, I.utman and S.Srinivas, The minimum covering energy of a graph, Kragujevac Journal of Science, D.M.Cvetovic, M.Doob and H.Sachs, Spectra of raphs, cademic Press New Yor, F.R.antmacher, Theory of Matrices I, Chelsea, New Yor, 960.

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

EQUIENERGETIC GRAPHS

EQUIENERGETIC GRAPHS 5 Kragujevac J. Math. 26 (2004) 5 13. EQUIENERGETIC GRAPHS Harishchandra S. Ramane, 1 Hanumappa B. Walikar, 2 Siddani Bhaskara Rao, 3 B. Devadas Acharya, 4 Prabhakar R. Hampiholi, 1 Sudhir R. Jog, 1 Ivan

More information

ON EQUIENERGETIC GRAPHS AND MOLECULAR GRAPHS

ON EQUIENERGETIC GRAPHS AND MOLECULAR GRAPHS Kragujevac J. Sci. 29 2007) 73 84. UDC 541.66:547.318 ON EQUIENERGETIC GRAPHS AND MOLECULAR GRAPHS Hanumappa B. Walikar, a Harishchandra S. Ramane, b Ivan Gutman, c Sabeena B. Halkarni a a Department of

More information

New Results on Equienergetic Graphs of Small Order

New Results on Equienergetic Graphs of Small Order International Journal of Computational and Applied Mathematics. ISSN 1819-4966 Volume 12, Number 2 (2017), pp. 595 602 Research India Publications http://www.ripublication.com/ijcam.htm New Results on

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

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

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

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

ENERGY OF SOME CLUSTER GRAPHS

ENERGY OF SOME CLUSTER GRAPHS 51 Kragujevac J. Sci. 23 (2001) 51-62. ENERGY OF SOME CLUSTER GRAPHS H. B. Walikar a and H. S. Ramane b a Karnatak University s Kittur Rani Chennama Post Graduate Centre, Department of Mathematics, Post

More information

The energy of the Mycielskian of a regular graph

The energy of the Mycielskian of a regular graph AUSTRALASIAN JOURNAL OF COMBINATORICS Volume 5 (1), Pages 163 171 The energy of the Mycielskian of a regular graph R. Balakrishnan Department of Mathematics Bharathidasan University Tiruchirappalli-64

More information

THE HOSOYA INDEX AND THE MERRIFIELD-SIMMONS INDEX OF SOME GRAPHS. Communicated by Alireza Ashrafi. 1. Introduction

THE HOSOYA INDEX AND THE MERRIFIELD-SIMMONS INDEX OF SOME GRAPHS. Communicated by Alireza Ashrafi. 1. Introduction Transactions on Combinatorics ISSN (print): 51-8657, ISSN (on-line): 51-8665 Vol 1 No (01), pp 51-60 c 01 University of Isfahan wwwcombinatoricsir wwwuiacir THE HOSOYA INDEX AND THE MERRIFIELD-SIMMONS

More information

On energy, Laplacian energy and p-fold graphs

On energy, Laplacian energy and p-fold graphs Electronic Journal of Graph Theory and Applications 3 (1) (2015), 94 107 On energy, Laplacian energy and p-fold graphs Hilal A. Ganie a, S. Pirzada b, Edy Tri Baskoro c a Department of Mathematics, University

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 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

Odd-even sum labeling of some graphs

Odd-even sum labeling of some graphs International Journal of Mathematics and Soft Computing Vol.7, No.1 (017), 57-63. ISSN Print : 49-338 Odd-even sum labeling of some graphs ISSN Online : 319-515 K. Monika 1, K. Murugan 1 Department of

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

THE HARMONIC INDEX OF SUBDIVISION GRAPHS. Communicated by Ali Reza Ashrafi. 1. Introduction

THE HARMONIC INDEX OF SUBDIVISION GRAPHS. Communicated by Ali Reza Ashrafi. 1. Introduction Transactions on Combinatorics ISSN print: 5-8657, ISSN on-line: 5-8665 Vol. 6 No. 07, pp. 5-7. c 07 University of Isfahan toc.ui.ac.ir www.ui.ac.ir THE HARMONIC INDEX OF SUBDIVISION GRAPHS BIBI NAIME ONAGH

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

New Approaches for the Real and Complex Integral Formulas of the Energy of a Polynomial

New Approaches for the Real and Complex Integral Formulas of the Energy of a Polynomial MATCH Communications in Mathematical and in Computer Chemistry MATCH Commun. Math. Comput. Chem. 66 (0) 849-86 ISSN 0340-653 New Approaches for the Real and Complex Integral Formulas of the Energy of a

More information

Characterization of Graphs with Large Nullity

Characterization of Graphs with Large Nullity Characterization of Graphs with Large Nullity å79 +² uà ŒÆ 1 1 36 Contents Definition Background Problem Nullity on Bipartite Graphs Tree, Unicyclic Graph and Bicyclic Graph Graphs with small nullity Graphs

More information

International Journal of Scientific & Engineering Research, Volume 7, Issue 11, November-2016 ISSN Nullity of Expanded Smith graphs

International Journal of Scientific & Engineering Research, Volume 7, Issue 11, November-2016 ISSN Nullity of Expanded Smith graphs 85 Nullity of Expanded Smith graphs Usha Sharma and Renu Naresh Department of Mathematics and Statistics, Banasthali Uniersity, Banasthali Rajasthan : usha.sharma94@yahoo.com, : renunaresh@gmail.com Abstract

More information

The energy of integral circulant graphs

The energy of integral circulant graphs Applied Linear Algebra ALA 200 Faculty of Sciences and Mathematics University of Niš, Serbia Novi Sad, May 200 Graph energy Integral circulant graphs Recent applications Let G be a simple graph with n

More information

Milovanović Bounds for Seidel Energy of a Graph

Milovanović Bounds for Seidel Energy of a Graph Advances in Theoretical and Applied Mathematics. ISSN 0973-4554 Volume 10, Number 1 (2016), pp. 37 44 Research India Publications http://www.ripublication.com/atam.htm Milovanović Bounds for Seidel Energy

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

On marker set distance Laplacian eigenvalues in graphs.

On marker set distance Laplacian eigenvalues in graphs. Malaya Journal of Matematik, Vol 6, No 2, 369-374, 2018 https://doiorg/1026637/mjm0602/0011 On marker set distance Laplacian eigenvalues in graphs Medha Itagi Huilgol1 * and S Anuradha2 Abstract In our

More information

The spectra of super line multigraphs

The spectra of super line multigraphs The spectra of super line multigraphs Jay Bagga Department of Computer Science Ball State University Muncie, IN jbagga@bsuedu Robert B Ellis Department of Applied Mathematics Illinois Institute of Technology

More information

Inverse Perron values and connectivity of a uniform hypergraph

Inverse Perron values and connectivity of a uniform hypergraph Inverse Perron values and connectivity of a uniform hypergraph Changjiang Bu College of Automation College of Science Harbin Engineering University Harbin, PR China buchangjiang@hrbeu.edu.cn Jiang Zhou

More information

Solutions to Unsolved Problems on the Minimal Energies of Two Classes of Graphs

Solutions to Unsolved Problems on the Minimal Energies of Two Classes of Graphs MATCH Communications in Mathematical and in Computer Chemistry MATCH Commun. Math. Comput. Chem. 66 (2011) 943-958 ISSN 0340-6253 Solutions to Unsolved Problems on the Minimal Energies of Two Classes of

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

Journal of Mathematical Nanoscience. On borderenergetic and L-borderenergetic graphs

Journal of Mathematical Nanoscience. On borderenergetic and L-borderenergetic graphs Journal of Mathematical Nanoscienese 7 (2) (2017) 71 77 Journal of Mathematical Nanoscience Available Online at: http://jmathnano.sru.ac.ir On borderenergetic and L-borderenergetic graphs Mardjan Hakimi-Nezhaad

More information

Spectra of the generalized edge corona of graphs

Spectra of the generalized edge corona of graphs Discrete Mathematics, Algorithms and Applications Vol 0, No 08) 85000 0 pages) c World Scientific Publishing Company DOI: 04/S7938309850007 Spectra of the generalized edge corona of graphs Yanyan Luo and

More information

Lower bounds for the Estrada index

Lower bounds for the Estrada index Electronic Journal of Linear Algebra Volume 23 Volume 23 (2012) Article 48 2012 Lower bounds for the Estrada index Yilun Shang shylmath@hotmail.com Follow this and additional works at: http://repository.uwyo.edu/ela

More information

CCO Commun. Comb. Optim.

CCO Commun. Comb. Optim. Communications in Combinatorics and Optimization Vol. 1 No. 2, 2016 pp.137-148 DOI: 10.22049/CCO.2016.13574 CCO Commun. Comb. Optim. On trees and the multiplicative sum Zagreb index Mehdi Eliasi and Ali

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

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

Odd Sum Labeling of Tree Related Graphs

Odd Sum Labeling of Tree Related Graphs International Journal of Mathematics And its Applications Volume 4, Issue 4 (016), 11 16. ISSN: 347-1557 Available Online: http://ijmaa.in/ International Journal 347-1557 of Mathematics Applications And

More information

On spectral radius and energy of complete multipartite graphs

On spectral radius and energy of complete multipartite graphs Also available at http://amc-journal.eu ISSN 1855-3966 (printed edn., ISSN 1855-3974 (electronic edn. ARS MATHEMATICA CONTEMPORANEA 9 (2015 109 113 On spectral radius and energy of complete multipartite

More information

CHARACTERISTIC POLYNOMIAL OF SOME CLUSTER GRAPHS

CHARACTERISTIC POLYNOMIAL OF SOME CLUSTER GRAPHS Kragujevac Journal of Mathematics Volume 37(2) (2013), Pages 369 373 CHARACTERISTIC POLYNOMIAL OF SOME CLUSTER GRAPHS PRABHAKAR R HAMPIHOLI 1 AND BASAVRAJ S DURGI 2 Abstract The characteristic polynomial

More information

Kernels of Directed Graph Laplacians. J. S. Caughman and J.J.P. Veerman

Kernels of Directed Graph Laplacians. J. S. Caughman and J.J.P. Veerman Kernels of Directed Graph Laplacians J. S. Caughman and J.J.P. Veerman Department of Mathematics and Statistics Portland State University PO Box 751, Portland, OR 97207. caughman@pdx.edu, veerman@pdx.edu

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

Bulletin T.CXXII de l Académie Serbe des Sciences et des Arts Classe des Sciences mathématiques et naturelles Sciences mathématiques, No 26

Bulletin T.CXXII de l Académie Serbe des Sciences et des Arts Classe des Sciences mathématiques et naturelles Sciences mathématiques, No 26 Bulletin T.CXXII de l Académie Serbe des Sciences et des Arts - 001 Classe des Sciences mathématiques et naturelles Sciences mathématiques, No 6 SOME SPECTRAL PROPERTIES OF STARLIKE TREES M. LEPOVIĆ, I.

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

Energies of Graphs and Matrices

Energies of Graphs and Matrices Energies of Graphs and Matrices Duy Nguyen T Parabola Talk October 6, 2010 Summary 1 Definitions Energy of Graph 2 Laplacian Energy Laplacian Matrices Edge Deletion 3 Maximum energy 4 The Integral Formula

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

An Introduction to Algebraic Graph Theory

An Introduction to Algebraic Graph Theory An Introduction to Algebraic Graph Theory Rob Beezer beezer@ups.edu Department of Mathematics and Computer Science University of Puget Sound Mathematics Department Seminar Pacific University October 9,

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

Two Mathematical Papers Relevant for the Hückel Molecular Orbital Theory 1

Two Mathematical Papers Relevant for the Hückel Molecular Orbital Theory 1 MATCH Communications in Mathematical and in Computer Chemistry MATCH Commun. Math. Comput. Chem. 72 (2014) 565-572 ISSN 0340-6253 Two Mathematical Papers Relevant for the Hückel Molecular Orbital Theory

More information

arxiv: v1 [math.co] 5 Sep 2016

arxiv: v1 [math.co] 5 Sep 2016 Ordering Unicyclic Graphs with Respect to F-index Ruhul Amin a, Sk. Md. Abu Nayeem a, a Department of Mathematics, Aliah University, New Town, Kolkata 700 156, India. arxiv:1609.01128v1 [math.co] 5 Sep

More information

Energy of a polynomial and the Coulson integral formula

Energy of a polynomial and the Coulson integral formula J Math Chem (21) 48:162 168 DOI 1.17/s191-1-9725-z ORIGINAL PAPER Energy of a polynomial and the Coulson integral formula Miodrag Mateljević Vladimir Božin Ivan Gutman Received: 3 November 29 / Accepted:

More information

Lecture 13 Spectral Graph Algorithms

Lecture 13 Spectral Graph Algorithms COMS 995-3: Advanced Algorithms March 6, 7 Lecture 3 Spectral Graph Algorithms Instructor: Alex Andoni Scribe: Srikar Varadaraj Introduction Today s topics: Finish proof from last lecture Example of random

More information

On oriented graphs with minimal skew energy

On oriented graphs with minimal skew energy Electronic Journal of Linear Algebra Volume 7 Article 61 014 On oriented graphs with minimal skew energy Shi-Cai Gong Zhejiang A & F University, scgong@zafueducn Xueliang Li Nankai University, lxl@nankaieducn

More information

One Modulo Three Root Square Mean Labeling of Some Disconnected Graphs

One Modulo Three Root Square Mean Labeling of Some Disconnected Graphs Annals of Pure and Applied Mathematics Vol. 6, No. 2, 208, 255-263 ISSN: 2279-087X (P), 2279-0888(online) Published on February 208 www.researchmathsci.org DOI: http://dx.doi.org/0.2257/apam.v6n2a Annals

More information

A New Multiplicative Arithmetic-Geometric Index

A New Multiplicative Arithmetic-Geometric Index Intern J Fuzzy Mathematical Archive Vol 2, No 2, 207, 49-53 ISSN: 2320 3242 (P), 2320 3250 (online) Published on 5 April 207 wwwresearchmathsciorg DOI: http://dxdoiorg/022457/ijfmav2n2a International Journal

More information

Jutirekha Dutta and Rajat Kanti Nath. 1. Introduction

Jutirekha Dutta and Rajat Kanti Nath. 1. Introduction MATEMATIČKI VESNIK MATEMATIQKI VESNIK 69, 3 (2017), 226 230 September 2017 research paper originalni nauqni rad FINITE ROUPS WHOSE COMMUTIN RAPHS ARE INTERAL Jutirekha Dutta and Rajat Kanti Nath Abstract.

More information

On the spectral radius of graphs with cut edges

On the spectral radius of graphs with cut edges Linear Algebra and its Applications 389 (2004) 139 145 www.elsevier.com/locate/laa On the spectral radius of graphs with cut edges Huiqing Liu a,meilu b,, Feng Tian a a Institute of Systems Science, Academy

More information

The minimum rank of matrices and the equivalence class graph

The minimum rank of matrices and the equivalence class graph Linear Algebra and its Applications 427 (2007) 161 170 wwwelseviercom/locate/laa The minimum rank of matrices and the equivalence class graph Rosário Fernandes, Cecília Perdigão Departamento de Matemática,

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

Tilburg University. Strongly Regular Graphs with Maximal Energy Haemers, W. H. Publication date: Link to publication

Tilburg University. Strongly Regular Graphs with Maximal Energy Haemers, W. H. Publication date: Link to publication Tilburg University Strongly Regular Graphs with Maximal Energy Haemers, W. H. Publication date: 2007 Link to publication Citation for published version (APA): Haemers, W. H. (2007). Strongly Regular Graphs

More information

Characteristic polynomials of skew-adjacency matrices of oriented graphs

Characteristic polynomials of skew-adjacency matrices of oriented graphs Characteristic polynomials of skew-adjacency matrices of oriented graphs Yaoping Hou Department of Mathematics Hunan Normal University Changsha, Hunan 410081, China yphou@hunnu.edu.cn Tiangang Lei Department

More information

WAITING FOR A BAT TO FLY BY (IN POLYNOMIAL TIME)

WAITING FOR A BAT TO FLY BY (IN POLYNOMIAL TIME) WAITING FOR A BAT TO FLY BY (IN POLYNOMIAL TIME ITAI BENJAMINI, GADY KOZMA, LÁSZLÓ LOVÁSZ, DAN ROMIK, AND GÁBOR TARDOS Abstract. We observe returns of a simple random wal on a finite graph to a fixed node,

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

Some properties of the first general Zagreb index

Some properties of the first general Zagreb index AUSTRALASIAN JOURNAL OF COMBINATORICS Volume 47 (2010), Pages 285 294 Some properties of the first general Zagreb index Muhuo Liu Bolian Liu School of Mathematic Science South China Normal University Guangzhou

More information

Regular graphs with a small number of distinct eigenvalues

Regular graphs with a small number of distinct eigenvalues Regular graphs with a small number of distinct eigenvalues Tamara Koledin UNIVERZITET U BEOGRADU ELEKTROTEHNIČKI FAKULTET This is joint work with Zoran Stanić Bipartite regular graphs Bipartite regular

More information

On the adjacency matrix of a block graph

On the adjacency matrix of a block graph On the adjacency matrix of a block graph R. B. Bapat Stat-Math Unit Indian Statistical Institute, Delhi 7-SJSS Marg, New Delhi 110 016, India. email: rbb@isid.ac.in Souvik Roy Economics and Planning Unit

More information

On the inverse of the adjacency matrix of a graph

On the inverse of the adjacency matrix of a graph Special Matrices Research Article DOI: 10.2478/spma-2013-0006 Special Matrices 2013 28-41 On the inverse of the adjacency matrix of a graph Abstract A real symmetric matrix G with zero diagonal encodes

More information

Enumeration of subtrees of trees

Enumeration of subtrees of trees Enumeration of subtrees of trees Weigen Yan a,b 1 and Yeong-Nan Yeh b a School of Sciences, Jimei University, Xiamen 36101, China b Institute of Mathematics, Academia Sinica, Taipei 1159. Taiwan. Theoretical

More information

RELATION BETWEEN ENERGY AND LAPLACIAN ENERGY

RELATION BETWEEN ENERGY AND LAPLACIAN ENERGY MATCH Communications in Mathematical and in Computer Chemistry MATCH Commun. Math. Comput. Chem. 59 (200) 343-354 ISSN 0340-6253 RELATION BETWEEN ENERGY AND LAPLACIAN ENERGY Ivan Gutman, a NairMariaMaiadeAbreu,

More information

MULTIPLICATIVE ZAGREB ECCENTRICITY INDICES OF SOME COMPOSITE GRAPHS. Communicated by Ali Reza Ashrafi. 1. Introduction

MULTIPLICATIVE ZAGREB ECCENTRICITY INDICES OF SOME COMPOSITE GRAPHS. Communicated by Ali Reza Ashrafi. 1. Introduction Transactions on Combinatorics ISSN (print): 2251-8657, ISSN (on-line): 2251-8665 Vol. 3 No. 2 (2014), pp. 21-29. c 2014 University of Isfahan www.combinatorics.ir www.ui.ac.ir MULTIPLICATIVE ZAGREB ECCENTRICITY

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

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

Discrete Applied Mathematics

Discrete Applied Mathematics iscrete Applied Mathematics 57 009 68 633 Contents lists available at Scienceirect iscrete Applied Mathematics journal homepage: www.elsevier.com/locate/dam On reciprocal complementary Wiener number Bo

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

arxiv: v1 [math.co] 27 Nov 2014

arxiv: v1 [math.co] 27 Nov 2014 Extremal matching energy of complements of trees Tingzeng Wu a,,1, Weigen Yan b,2, Heping Zhang c,1 a School of Mathematics and Statistics, Qinghai Nationalities University, Xining, Qinghai 810007, P.

More information

Australian Journal of Basic and Applied Sciences, 5(9): , 2011 ISSN Fuzzy M -Matrix. S.S. Hashemi

Australian Journal of Basic and Applied Sciences, 5(9): , 2011 ISSN Fuzzy M -Matrix. S.S. Hashemi ustralian Journal of Basic and pplied Sciences, 5(9): 2096-204, 20 ISSN 99-878 Fuzzy M -Matrix S.S. Hashemi Young researchers Club, Bonab Branch, Islamic zad University, Bonab, Iran. bstract: The theory

More information

On π-electron configuration of cyclopenta-derivatives of benzenoid hydrocarbons

On π-electron configuration of cyclopenta-derivatives of benzenoid hydrocarbons Indian Journal of Chemistry Vol. 49, July 010, pp. 853-860 On π-electron configuration of cyclopenta-derivatives of benzenoid hydrocarbons Ivan Gutman*, Jelena Đurđević, Dušan Bašić & Dragana Rašović Faculty

More information

On the eigenvalues of Euclidean distance matrices

On the eigenvalues of Euclidean distance matrices Volume 27, N. 3, pp. 237 250, 2008 Copyright 2008 SBMAC ISSN 00-8205 www.scielo.br/cam On the eigenvalues of Euclidean distance matrices A.Y. ALFAKIH Department of Mathematics and Statistics University

More information

Laplacian Polynomial and Laplacian Energy of Some Cluster Graphs

Laplacian Polynomial and Laplacian Energy of Some Cluster Graphs International Journal of Scientific and Innovative Mathematical Research (IJSIMR) Volume 2, Issue 5, May 2014, PP 448-452 ISSN 2347-307X (Print) & ISSN 2347-3142 (Online) wwwarcjournalsorg Laplacian Polynomial

More information

arxiv: v4 [math.co] 12 Feb 2017

arxiv: v4 [math.co] 12 Feb 2017 arxiv:1511.03511v4 [math.co] 12 Feb 2017 On the signed graphs with two distinct eigenvalues F. Ramezani 1 Department of Mathematics, K.N.Toosi University of Technology, Tehran, Iran P.O. Box 16315-1618

More information

What is the meaning of the graph energy after all?

What is the meaning of the graph energy after all? What is the meaning of the graph energy after all? Ernesto Estrada and Michele Benzi Department of Mathematics & Statistics, University of Strathclyde, 6 Richmond Street, Glasgow GXQ, UK Department of

More information

Obtaining Consensus of Multi-agent Linear Dynamic Systems

Obtaining Consensus of Multi-agent Linear Dynamic Systems Obtaining Consensus of Multi-agent Linear Dynamic Systems M I GRCÍ-PLNS Universitat Politècnica de Catalunya Departament de Matemàtica plicada Mineria 1, 08038 arcelona SPIN mariaisabelgarcia@upcedu bstract:

More information

Zagreb indices of block-edge transformation graphs and their complements

Zagreb indices of block-edge transformation graphs and their complements Indonesian Journal of Combinatorics 1 () (017), 64 77 Zagreb indices of block-edge transformation graphs and their complements Bommanahal Basavanagoud a, Shreekant Patil a a Department of Mathematics,

More information

The cycle polynomial of a permutation group

The cycle polynomial of a permutation group The cycle polynomial of a permutation group Peter J. Cameron School of Mathematics and Statistics University of St Andrews North Haugh St Andrews, Fife, U.K. pjc0@st-andrews.ac.uk Jason Semeraro Department

More information

STRONGLY REGULAR INTEGRAL CIRCULANT GRAPHS AND THEIR ENERGIES

STRONGLY REGULAR INTEGRAL CIRCULANT GRAPHS AND THEIR ENERGIES BULLETIN OF INTERNATIONAL MATHEMATICAL VIRTUAL INSTITUTE ISSN 1840-4367 Vol. 2(2012), 9-16 Former BULLETIN OF SOCIETY OF MATHEMATICIANS BANJA LUKA ISSN 0354-5792 (o), ISSN 1986-521X (p) STRONGLY REGULAR

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

(Received: 19 October 2018; Received in revised form: 28 November 2018; Accepted: 29 November 2018; Available Online: 3 January 2019)

(Received: 19 October 2018; Received in revised form: 28 November 2018; Accepted: 29 November 2018; Available Online: 3 January 2019) Discrete Mathematics Letters www.dmlett.com Discrete Math. Lett. 1 019 1 5 Two upper bounds on the weighted Harary indices Azor Emanuel a, Tomislav Došlić b,, Akbar Ali a a Knowledge Unit of Science, University

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

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

Linear Algebra and its Applications

Linear Algebra and its Applications Linear Algebra and its Applications 430 (2009) 532 543 Contents lists available at ScienceDirect Linear Algebra and its Applications journal homepage: wwwelseviercom/locate/laa Computing tight upper bounds

More information

CCO Commun. Comb. Optim.

CCO Commun. Comb. Optim. Communications in Combinatorics and Optimization Vol. 3 No., 018 pp.179-194 DOI: 10.049/CCO.018.685.109 CCO Commun. Comb. Optim. Leap Zagreb Indices of Trees and Unicyclic Graphs Zehui Shao 1, Ivan Gutman,

More information

The Singular Acyclic Matrices of Even Order with a P-Set of Maximum Size

The Singular Acyclic Matrices of Even Order with a P-Set of Maximum Size Filomat 30:13 (016), 3403 3409 DOI 1098/FIL1613403D Published by Faculty of Sciences and Mathematics, University of Niš, Serbia Available at: http://wwwpmfniacrs/filomat The Singular Acyclic Matrices of

More information

Secondary κ-kernel Symmetric Fuzzy Matrices

Secondary κ-kernel Symmetric Fuzzy Matrices Intern. J. Fuzzy Mathematical rchive Vol. 5, No. 2, 24, 89-94 ISSN: 232 3242 (P), 232 325 (online) Published on 2 December 24 www.researchmathsci.org International Journal of Secondary κ-ernel Symmetric

More information

Wiener Index of Graphs and Their Line Graphs

Wiener Index of Graphs and Their Line Graphs JORC (2013) 1:393 403 DOI 10.1007/s40305-013-0027-6 Wiener Index of Graphs and Their Line Graphs Xiaohai Su Ligong Wang Yun Gao Received: 9 May 2013 / Revised: 26 August 2013 / Accepted: 27 August 2013

More information

Symmetric 0-1 matrices with inverses having two distinct values and constant diagonal

Symmetric 0-1 matrices with inverses having two distinct values and constant diagonal Symmetric 0-1 matrices with inverses having two distinct values and constant diagonal Wayne Barrett Department of Mathematics, Brigham Young University, Provo, UT, 84602, USA Steve Butler Dept. of Mathematics,

More information

Chapters 5 & 6: Theory Review: Solutions Math 308 F Spring 2015

Chapters 5 & 6: Theory Review: Solutions Math 308 F Spring 2015 Chapters 5 & 6: Theory Review: Solutions Math 308 F Spring 205. If A is a 3 3 triangular matrix, explain why det(a) is equal to the product of entries on the diagonal. If A is a lower triangular or diagonal

More information

Stochastic processes. MAS275 Probability Modelling. Introduction and Markov chains. Continuous time. Markov property

Stochastic processes. MAS275 Probability Modelling. Introduction and Markov chains. Continuous time. Markov property Chapter 1: and Markov chains Stochastic processes We study stochastic processes, which are families of random variables describing the evolution of a quantity with time. In some situations, we can treat

More information

Upper Bounds for the Modified Second Multiplicative Zagreb Index of Graph Operations Bommanahal Basavanagoud 1, a *, Shreekant Patil 2, b

Upper Bounds for the Modified Second Multiplicative Zagreb Index of Graph Operations Bommanahal Basavanagoud 1, a *, Shreekant Patil 2, b Bulletin of Mathematical Sciences and Applications Submitted: 06-03- ISSN: 78-9634, Vol. 7, pp 0-6 Revised: 06-08-7 doi:0.805/www.scipress.com/bmsa.7.0 Accepted: 06-08-6 06 SciPress Ltd., Switzerland Online:

More information

Lecture 8 : Eigenvalues and Eigenvectors

Lecture 8 : Eigenvalues and Eigenvectors CPS290: Algorithmic Foundations of Data Science February 24, 2017 Lecture 8 : Eigenvalues and Eigenvectors Lecturer: Kamesh Munagala Scribe: Kamesh Munagala Hermitian Matrices It is simpler to begin with

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

Further Results on Square Sum Graph

Further Results on Square Sum Graph International Mathematical Forum, Vol. 8, 2013, no. 1, 47-57 Further Results on Square Sum Graph K. A. Germina School of Mathematical and Physical Sciences Central University of Kerala, Kasaragode, India

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