<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article  PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article"><front><journal-meta><journal-id journal-id-type="publisher-id">OJAppS</journal-id><journal-title-group><journal-title>Open Journal of Applied Sciences</journal-title></journal-title-group><issn pub-type="epub">2165-3917</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/ojapps.2024.142033</article-id><article-id pub-id-type="publisher-id">OJAppS-131443</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Biomedical&amp;Life Sciences</subject><subject> Chemistry&amp;Materials Science</subject><subject> Computer Science&amp;Communications</subject><subject> Engineering</subject><subject> Physics&amp;Mathematics</subject></subj-group></article-categories><title-group><article-title>
 
 
  On the SDD and ISDD Indices
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>José</surname><given-names>Luis Palacios</given-names></name><xref ref-type="aff" rid="aff1"><sub>1</sub></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib></contrib-group><aff id="aff1"><label>1</label><addr-line>Department of Electrical and Computer Engineering, The University of New Mexico, Albuquerque, USA</addr-line></aff><pub-date pub-type="epub"><day>08</day><month>02</month><year>2024</year></pub-date><volume>14</volume><issue>02</issue><fpage>466</fpage><lpage>471</lpage><history><date date-type="received"><day>30,</day>	<month>December</month>	<year>2023</year></date><date date-type="rev-recd"><day>26,</day>	<month>February</month>	<year>2024</year>	</date><date date-type="accepted"><day>29,</day>	<month>February</month>	<year>2024</year></date></history><permissions><copyright-statement>&#169; Copyright  2014 by authors and Scientific Research Publishing Inc. </copyright-statement><copyright-year>2014</copyright-year><license><license-p>This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/</license-p></license></permissions><abstract><p>
 
 
  We find some upper bounds for the product of the SDD and ISDD indices, and discuss the graphs were the equalities are attained. Our bounds allow us to find new upper bounds for the ISDD index, using previously known lower bounds for the SDD index.
 
</p></abstract><kwd-group><kwd>Inverse Topological Descriptors</kwd><kwd> Schweitzer Inequality</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>In what follows, a graph G = ( V , E ) will be a finite simple connected undirected graph with vertex set V = { 1,2, ⋯ , n } , edge set E and degrees Δ = d 1 ≥ d 2 ≥ ⋯ ≥ d n = δ . A graph is d-regular if all its vertices have degree d; a graph is ( a , b ) -regular if its vertices have degree either a or b. Sometimes we will call these latter graphs semiregular, when the values of a and b are not needed explicitly. As we emphasized in [<xref ref-type="bibr" rid="scirp.131443-ref1">1</xref>] , as opposed to some other articles on the indices under study, we do not require that the semiregular graphs be bipartite. For all graph theoretical terms the reader is referred to reference [<xref ref-type="bibr" rid="scirp.131443-ref2">2</xref>] .</p><p>In Mathematical Chemistry, molecules are modeled using these graphs, where the vertices are the atoms and the atomic bonds are represented by the edges. Many topological indices, or descriptors, i.e., real-valued functions on the domain of all graphs, have been defined with the purpose of capturing physico-chemical properties of the molecules and classifying them according to the values of their indices. One such index is the symmetric division deg index, defined by</p><p>S D D ( G ) = ∑ ( i , j ) ∈ E ( d i d j + d j d i ) = ∑ ( i , j ) ∈ E d i 2 + d j 2 d i d j , (1)</p><p>for any graph G, and introduced by Vukičević and Gašperov in [<xref ref-type="bibr" rid="scirp.131443-ref3">3</xref>] as one of the 148 so-called Adriatic indices. This index, which has a good predictive power for the total surface area of polychlorobiphenyls, has been studied in a number of articles, of which we mention [<xref ref-type="bibr" rid="scirp.131443-ref1">1</xref>] [<xref ref-type="bibr" rid="scirp.131443-ref4">4</xref>] [<xref ref-type="bibr" rid="scirp.131443-ref5">5</xref>] and [<xref ref-type="bibr" rid="scirp.131443-ref6">6</xref>] where additional references can be found.</p><p>In [<xref ref-type="bibr" rid="scirp.131443-ref7">7</xref>] we worked with a resistive relative of the SDD index, the mixed degree-Kirchhoff index defined as</p><p>R ^ ( G ) = ∑ i &lt; j ( d i d j + d j d i ) R i j , (2)</p><p>where R i j is the effective resistance between vertices i and j when the graph is thought of as an electrical network, where all the edges have unit resistance. In that article we found the relation</p><p>∑ i &lt; j ( d i d j + d j d i ) = 2 | E | ∑ i 1 d i − n ,</p><p>that was used extensively in [<xref ref-type="bibr" rid="scirp.131443-ref1">1</xref>] and rediscovered in [<xref ref-type="bibr" rid="scirp.131443-ref8">8</xref>] .</p><p>Ghorbani et al. introduced in [<xref ref-type="bibr" rid="scirp.131443-ref8">8</xref>] the inverse symmetric division deg index, defined as</p><p>I S D D ( G ) = ∑ ( i , j ) ∈ E d i d j d i 2 + d j 2 ,</p><p>that uses the inverses of the quotients used in (1), and proved, among other things, a lower bound for the product of the SDD and ISDD indices, as well as lower bounds for the difference of the indices. Some optimal results for the ISDD index are found in [<xref ref-type="bibr" rid="scirp.131443-ref9">9</xref>] for unicyclic graphs, and in [<xref ref-type="bibr" rid="scirp.131443-ref10">10</xref>] for trees and chain graphs.</p><p>In this article we want to continue working with the interplay between the two indices proving an upper bound for their product, and studying the large family of graphs for which the equalities are attained. Additionally, we give two new upper bounds for the ISDD index using known lower bounds for the SDD index found in the literature.</p></sec><sec id="s2"><title>2. The Results</title><p>For a general descriptor of the form</p><p>D p ( G ) = ∑ i = 1 N     c i p ,</p><p>where the c<sub>i</sub>s are non-negative parameters of G, and for which m ≤ c i p ≤ M , we found in [<xref ref-type="bibr" rid="scirp.131443-ref11">11</xref>] the following bounds:</p><p>Lemma 1. For any descriptor D p ( G ) we have</p><p>N 2 ≤ D p ( G ) ⋅ D − p ( G ) ≤ N 2 ( m + M ) 2 4 m M . (3)</p><p>Both equalities are attained in case m = c i p = M for all 1 ≤ i ≤ N . Also, the right equality is attained if n is even and the first n 2 of the c i p s are equal to m and the other n 2 of the c i p s are equal to M.</p><p>Also, if n is odd we have</p><p>N 2 ≤ D p ( G ) ⋅ D − p ( G ) ≤ N 2 ( M + m ) 2 − ( M − m ) 2 4 m M . (4)</p><p>Both equalities are attained in case m = c i p = M for all 1 ≤ i ≤ N . Also, the right equality is attained if the first n − 1 2 of the c i p s are equal to m, the last n − 1 2 of the c i p s are equal to M, and the middle c i p is either m or M.</p><p>The left inequalities are a consequence of the arithmetic-harmonic-mean inequality. The right inequalities are shown using Schweitzer inequality, originally found in [<xref ref-type="bibr" rid="scirp.131443-ref12">12</xref>] , and Lupaş inequality, a refinement of Schweitzer inequality</p><p>proved in [<xref ref-type="bibr" rid="scirp.131443-ref13">13</xref>] . Let us denote by Q i j the quotients d i d j d i 2 + d j 2 , for ( i , j ) ∈ E , and let M = max i , j Q i j , m = min i , j Q i j . Applying the lemma we have the following:</p><p>Theorem 1. For all G we have</p><p>| E | 2 ≤ S D D ( G ) ⋅ I S D D ( G ) ≤ | E | 2 ( m + M ) 2 4 m M , (5)</p><p>where both equalities are attained if all quotients are equal, and the right equality is also attained attained if | E | is even, and | E | 2 of the quotients are equal to m and the other | E | 2 are equal to M.</p><p>Also, if | E | is odd, we have</p><p>| E | 2 ≤ S D D ( G ) ⋅ I S D D ( G ) ≤ | E | 2 ( M + m ) 2 − ( M − m ) 2 4 M m , (6)</p><p>where the equality is attained if all quotients Q i j are equal, or if ⌊ | E | 2 ⌋ of them are equal to m and the rest are equal to M, or if ⌈ | E | 2 ⌉ of them are equal to m and the rest are equal to M.</p><p>We want to give sufficient conditions for the cases where the equalities in (5) and (6) are attained. As Ghorbani et al. noticed ( [<xref ref-type="bibr" rid="scirp.131443-ref8">8</xref>] , thm. 4), the quotients are all equal if the graph is regular or edge-transitive.</p><p>Regularity and edge-transitivity are sufficient but not necessary conditions for the right equalities of (5) and (6) to be attained: the natural condition here, other than regularity, is ( k , r ) -regularity. Obviously edge-transitivity guarantees ( k , r ) -regularity for some k and r, but the opposite is not necessarily true. Consider for example the graph built from two 4-cycles, or squares, S<sub>1</sub> and S<sub>2</sub>, such that one vertex v<sub>1</sub> of S<sub>1</sub> is linked to another vertex v<sub>2</sub> of S<sub>2</sub> with a 2-path graph P<sub>2</sub>, and the diagonally opposite vertices of v<sub>1</sub> and v<sub>2</sub> are linked with another P<sub>2</sub>. Then this is a 10-vertex ( 2,3 ) -regular graph which is not edge-transitive, because not all edges are part of a square. Still, not even ( k , r ) -regularity is necessary. A more general condition would be that for all pairs of edges ( a , b ) and ( g , h ) , there is a positive integer q such that d a = q d g and d b = q d h . For example, the 9-vertex graph with incidence matrix</p><p>A = ( 0 1 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 1 0 1 1 1 0 0 0 0 0 1 0 0 0 1 0 0 0 0 1 0 0 0 1 0 0 0 0 1 0 0 0 1 0 0 0 0 0 1 1 1 0 1 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 1 0 )</p><p>is neither edge-transitive nor ( k , r ) -regular. Two edges have degrees 1 and 2 and eight edges have degrees 2 and 4, so that all quotients satisfy</p><p>d u d v d u 2 + d v 2 = 2 5 .</p><p>Now let us look at a family of graphs that have exactly two different quotients, and attain the equalities in (5) and (6). For k ≥ 3 , consider the squares S i , 1 ≤ i ≤ k , and link S<sub>1</sub> with S<sub>2</sub> with a P<sub>4</sub> and for all other 2 ≤ i ≤ k − 1 , link S i to S i + 1 with a P<sub>8</sub>, using always diagonally opposite vertices for the linking. It is easy to see that the total number of ( 2,3 ) edges is equal to the total number of ( 2,2 ) edges, which is 6 ( k − 1 ) . Replacing the P<sub>4</sub> with a P<sub>3</sub> produces a graph</p><p>where ⌈ n 2 ⌉ of the edges have quotient m and the other ⌊ n 2 ⌋ edges have quotient M; finally, replacing the P<sub>4</sub> with a P<sub>5</sub> produces a graph where ⌈ n 2 ⌉ of the edges have quotient M and the other ⌊ n 2 ⌋ edges have quotient m.</p><p>Thus, these are examples of graphs where the right equalities in (5) and (6) are attained, in all three possible cases, and all conditions of theorem 1 are nonempty. As a final application, we give a couple of upper bounds for the ISDD index using known lower bounds for the SDD index found in the literature.</p><p>Theorem 2. For any graph G with p pendent vertices and minimum non-pendent vertex degree δ 1 we have</p><p>I S D D ( G ) ≤ | E | 2 ( m + M ) 2 4 m M [ p ( δ 1 2 + 1 δ 1 ) + 2 ( | E | − p ) ] (7)</p><p>where the equality holds for any regular graph and for the star graph.</p><p>Proof. Use theorem 3.3 in [<xref ref-type="bibr" rid="scirp.131443-ref6">6</xref>] and (5) in our Theorem 1.</p><p>In the case that G is regular, all quotients are equal to 1 2 , and thus I S S D ( G ) = | E | 2 ; on the other hand, on account of the facts that m = M = 1 2 and p = 0 , the right side also becomes | E | 2 .</p><p>In the case that G is the star graph, all quotients are equal to n − 1 1 + ( n − 1 ) 2 , and thus</p><p>I S S D ( G ) = ( n − 1 ) 2 1 + ( n − 1 ) 2 ,</p><p>which is equal to the value of the bound, on account of the facts that m = M and p = | E | = n − 1 •</p><p>The first and second Zagreb indices M<sub>1</sub> and M<sub>2</sub> were defined in [<xref ref-type="bibr" rid="scirp.131443-ref14">14</xref>] and [<xref ref-type="bibr" rid="scirp.131443-ref15">15</xref>] , respectively, as</p><p>M 1 ( G ) = ∑ i ∈ V     d i 2 = ∑ ( i , j ) ∈ E ( d i + d j ) ,</p><p>and</p><p>M 2 ( G ) = ∑ ( i , j ) ∈ E     d i d j .</p><p>With these indices we have the following:</p><p>Theorem 3. For any graph G we have</p><p>I S D D ( G ) ≤ | E | 2 ( m + M ) 2 4 m M ( M 1 2 ( G ) M 2 ( G ) − 2 | E | ) , (8)</p><p>where the equality holds for any regular or semiregular graphs.</p><p>Proof. Use theorem 3.1 in [<xref ref-type="bibr" rid="scirp.131443-ref4">4</xref>] and (5) in our Theorem 1.</p><p>In the case that G is d-regular, I S S D ( G ) = | E | 2 = n d 4 . It is easy to see that this is also the value of the bound on the right side, because m = M = 1 2 , M 1 ( G ) = n d 2 and M 2 ( G ) = n d 3 2 .</p><p>In the case that G is ( a , b ) -regular, I S S D ( G ) = | E | a b a 2 + b 2 . Since m = M , the bound on the right becomes</p><p>| E | 2 M 1 2 ( G ) M 2 ( G ) − 2 | E | , (9)</p><p>but</p><p>M 1 2 ( G ) M 2 ( G ) − 2 | E | = ( a + b ) 2 | E | 2 a b | E | − 2 | E | = ( a 2 + b 2 ) | E | a b ,</p><p>and inserting this result into (9) gives us the same value for the upper bound obtained for I S S D ( G ) •</p></sec><sec id="s3"><title>Conflicts of Interest</title><p>The author declares no conflicts of interest regarding the publication of this paper.</p></sec><sec id="s4"><title>Cite this paper</title><p>Palacios, J.L. (2024) On the SDD and ISDD Indices. Open Journal of Applied Sciences, 14, 466-471. https://doi.org/10.4236/ojapps.2024.142033</p></sec></body><back><ref-list><title>References</title><ref id="scirp.131443-ref1"><label>1</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Palacios</surname><given-names> J.L. </given-names></name>,<etal>et al</etal>. 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