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                <journal-meta>
                                                                <journal-id>jaem</journal-id>
            <journal-title-group>
                                                                                    <journal-title>TWMS Journal of Applied and Engineering Mathematics</journal-title>
            </journal-title-group>
                            <issn pub-type="ppub">2146-1147</issn>
                                        <issn pub-type="epub">2587-1013</issn>
                                                                                            <publisher>
                    <publisher-name>Işık University Press</publisher-name>
                </publisher>
                    </journal-meta>
                <article-meta>
                                        <article-id/>
                                                                <article-categories>
                                            <subj-group  xml:lang="en">
                                                            <subject>Combinatorics and Discrete Mathematics (Excl. Physical Combinatorics)</subject>
                                                    </subj-group>
                                            <subj-group  xml:lang="tr">
                                                            <subject>Kombinatorik ve Ayrık Matematik (Fiziksel Kombinatorik Hariç)</subject>
                                                    </subj-group>
                                    </article-categories>
                                                                                                                                                        <title-group>
                                                                                                                        <article-title>ECCENTRICITY SPECTRA OF SOME GRAPH OPERATIONS IN REGULAR GRAPHS</article-title>
                                                                                                    </title-group>
            
                                                    <contrib-group content-type="authors">
                                                                        <contrib contrib-type="author">
                                                                    <contrib-id contrib-id-type="orcid">
                                        https://orcid.org/0009-0003-7976-4299</contrib-id>
                                                                <name>
                                    <surname>S</surname>
                                    <given-names>Surya</given-names>
                                </name>
                                                                    <aff>St. Paul’s College, Kalamassery</aff>
                                                            </contrib>
                                                    <contrib contrib-type="author">
                                                                    <contrib-id contrib-id-type="orcid">
                                        https://orcid.org/0000-0001-8647-0000</contrib-id>
                                                                <name>
                                    <surname>Ramachandran</surname>
                                    <given-names>Pramada</given-names>
                                </name>
                                                                    <aff>St. Paul’s College, Kalamassery</aff>
                                                            </contrib>
                                                                                </contrib-group>
                        
                                        <pub-date pub-type="pub" iso-8601-date="20260407">
                    <day>04</day>
                    <month>07</month>
                    <year>2026</year>
                </pub-date>
                                        <volume>16</volume>
                                        <issue>4</issue>
                                        <fpage>521</fpage>
                                        <lpage>535</lpage>
                        
                        <history>
                                    <date date-type="received" iso-8601-date="20250313">
                        <day>03</day>
                        <month>13</month>
                        <year>2025</year>
                    </date>
                                                    <date date-type="accepted" iso-8601-date="20250623">
                        <day>06</day>
                        <month>23</month>
                        <year>2025</year>
                    </date>
                            </history>
                                        <permissions>
                    <copyright-statement>Copyright © 2010, TWMS Journal of Applied and Engineering Mathematics</copyright-statement>
                    <copyright-year>2010</copyright-year>
                    <copyright-holder>TWMS Journal of Applied and Engineering Mathematics</copyright-holder>
                </permissions>
            
                                                                                                <abstract><p>The eccentricity matrix of a graph $ G $ is derived from its distance matrix by letting the $ ij ^{th}$ entry be equal to the distance between two vertices $ i $ and $ j $, if the distance is  the minimum of their eccentricities and zero otherwise. The eigenvalues of the eccentricity matrix of $ G $ are called $ \varepsilon $-eigenvalues. Its $ \varepsilon $-spectrum is the set of $ \varepsilon $-eigenvalues together with its multiplicity and $ \varepsilon $-energy is the sum of the absolute values of the $ \varepsilon $-eigenvalues. In this paper, we study the $ \varepsilon $-spectra of certain operations on regular graphs. We also established some bounds on $ \varepsilon $-energy of graphs and characterize the extreme graphs.</p></abstract>
                                                            
            
                                                            <kwd-group>
                                                    <kwd>eccentricity matrix</kwd>
                                                    <kwd>  distance matrix</kwd>
                                                    <kwd>  spectrum</kwd>
                                                    <kwd>  energy</kwd>
                                                    <kwd>  eigenvalue</kwd>
                                            </kwd-group>
                            
                                                                                                                        </article-meta>
    </front>
    <back>
                            <ref-list>
                                    <ref id="ref1">
                        <label>1</label>
                        <mixed-citation publication-type="journal">[1] Brouwer, A. E. and Haemers, W. H., (2011), Spectra of graphs, Springer Science and Business Media.</mixed-citation>
                    </ref>
                                    <ref id="ref2">
                        <label>2</label>
                        <mixed-citation publication-type="journal">[2] Bapat, R. B., (2010), Graphs and matrices, Springer, Vol. 27.</mixed-citation>
                    </ref>
                                    <ref id="ref3">
                        <label>3</label>
                        <mixed-citation publication-type="journal">[3] Aouchiche, M. and Hansen, P., (2014), Distance spectra of graphs: A survey, Linear Algebra and Its Applications, 458, pp. 301–386.</mixed-citation>
                    </ref>
                                    <ref id="ref4">
                        <label>4</label>
                        <mixed-citation publication-type="journal">[4] Randic, M., Orel, R. and Balaban, A. T., (2013), D-max matrix invariants as graph descriptors graphs having the same balaban index j, MATCH-Communications in Mathematical and in Computer Chemistry, 70(1), pp.239-258.</mixed-citation>
                    </ref>
                                    <ref id="ref5">
                        <label>5</label>
                        <mixed-citation publication-type="journal">[5] Wang, J., Lu, M., Belardo, F. and Randi´c, M., (2018), The anti-adjacency matrix of a graph: Eccentricity matrix, Discrete Applied Mathematics, 251, pp.299-309.</mixed-citation>
                    </ref>
                                    <ref id="ref6">
                        <label>6</label>
                        <mixed-citation publication-type="journal">[6] Randi´c, M., (2013), Dmax–matrix of dominant distances in a graph, MATCH-Communications in Mathematical and in Computer Chemistry, 70(1), pp. 221-238.</mixed-citation>
                    </ref>
                                    <ref id="ref7">
                        <label>7</label>
                        <mixed-citation publication-type="journal">[7] Wang, J., Lei, X., Wei, W., Luo, X., Li., S., (2020), On the eccentricity matrix of graphs and its applications to the boiling point of hydrocarbons, Chemometrics and Intelligent Laboratory Systems, 207, pp.104-173.</mixed-citation>
                    </ref>
                                    <ref id="ref8">
                        <label>8</label>
                        <mixed-citation publication-type="journal">[8] Wang, J., Lu, M., Lu, L. and Belardo, F., (2020), Spectral properties of the eccentricity matrix of graphs, Discrete Applied Mathematics, 279, pp.168-177.</mixed-citation>
                    </ref>
                                    <ref id="ref9">
                        <label>9</label>
                        <mixed-citation publication-type="journal">[9] Mahato, I., Gurusamy, R., Rajesh Kannan, M., Arockiaraj, S., (2023), On the spectral radius and the energy of eccentricity matrices of graphs, Linear and Multilinear Algebra 71 (1), pp.5–15.</mixed-citation>
                    </ref>
                                    <ref id="ref10">
                        <label>10</label>
                        <mixed-citation publication-type="journal">[10] Wang, J., Lu, L., Randi´c, M. and Li, G., (2019), Graph energy based on the eccentricity matrix, Discrete Mathematics, 342(9), pp.2636-2646.</mixed-citation>
                    </ref>
                                    <ref id="ref11">
                        <label>11</label>
                        <mixed-citation publication-type="journal">[11] Ponraj R,, Prabhu S., (2025), Further results on pair mean cordial graphs, TWMS J. App. and Eng. Math. V.15, N.2, 2025, pp. 431-442.</mixed-citation>
                    </ref>
                                    <ref id="ref12">
                        <label>12</label>
                        <mixed-citation publication-type="journal">[12] You, L., Yang, M., So, W. and Xi, W., (2019), On the spectrum of an equitable quotient matrix and its application, Linear Algebra and its Applications, 577, pp.21-40.</mixed-citation>
                    </ref>
                                    <ref id="ref13">
                        <label>13</label>
                        <mixed-citation publication-type="journal">[13] Cvetkovic, D. M., Doob, M., Sachs, H., (1980), Spectra of graphs: theory and applications, Academic Press, New York, San Francisco, London.</mixed-citation>
                    </ref>
                                    <ref id="ref14">
                        <label>14</label>
                        <mixed-citation publication-type="journal">[14] Arora, A. and Mishra, R., (2024), Eccentric graph of trees and their Cartesian products, Discrete Mathematics, 347(9), pp.114062.</mixed-citation>
                    </ref>
                                    <ref id="ref15">
                        <label>15</label>
                        <mixed-citation publication-type="journal">[15] Stevanovic, D., (2004), Distance regularity of compositions of graphs, Applied Mathematics Letters, 17(3), pp.337-344.</mixed-citation>
                    </ref>
                                    <ref id="ref16">
                        <label>16</label>
                        <mixed-citation publication-type="journal">[16] Milovanovic, I. Z., Milovanovic, E. I. and Zakic, A., (2014), A short note on graph energy, MATCH-Communications in Mathematical and in Computer Chemistry, 72(1), pp.179-182.</mixed-citation>
                    </ref>
                                    <ref id="ref17">
                        <label>17</label>
                        <mixed-citation publication-type="journal">[17] Kober, H., (1958), On the arithmetic and geometric means and on H¨older’s inequality, Proceedings of the American Mathematical Society, pp.452-459.</mixed-citation>
                    </ref>
                                    <ref id="ref18">
                        <label>18</label>
                        <mixed-citation publication-type="journal">[18] Mycielski, J., (1955), Sur le coloriage des graphs, In Colloquium Mathematicae, Vol. 3, No. 2, pp.161-162.</mixed-citation>
                    </ref>
                                    <ref id="ref19">
                        <label>19</label>
                        <mixed-citation publication-type="journal">[19] Munarini, E., Cippo, C. P., Scagliola, A. and Salvi, N. Z., (2008), Double graphs, Discrete mathematics, 308(2-3), pp.242-254.</mixed-citation>
                    </ref>
                                    <ref id="ref20">
                        <label>20</label>
                        <mixed-citation publication-type="journal">[20] Chishti, T. A., Ganie, H. A. and Pirzada, S., (2014), Properties of strong double graphs, Journal of Discrete Mathematical Sciences and Cryptography, 17(4), pp.311-319.</mixed-citation>
                    </ref>
                                    <ref id="ref21">
                        <label>21</label>
                        <mixed-citation publication-type="journal">[21] Tavakoli, M., Rahbarnia, F. and Ashrafi, A. R., (2013), Note on strong product of graphs, Kragujevac Journal of Mathematics, 37(1), pp.187-193.</mixed-citation>
                    </ref>
                                    <ref id="ref22">
                        <label>22</label>
                        <mixed-citation publication-type="journal">[22] Doslic, T., (2005), Splices, links and their valence-weighted Wiener polynomials, Graph theory notes of New York, 48, pp.47-55.</mixed-citation>
                    </ref>
                                    <ref id="ref23">
                        <label>23</label>
                        <mixed-citation publication-type="journal">[23] Davis, P. J., (1979), Circulant Matrices, Wiley, New York.</mixed-citation>
                    </ref>
                            </ref-list>
                    </back>
    </article>
