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  <front>
    <journal-meta>
      <journal-title-group>
        <journal-title>ICTCS</journal-title>
      </journal-title-group>
    </journal-meta>
    <article-meta>
      <title-group>
        <article-title>On Graphs that are not Star--PCGs (short paper)</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Angelo Monti</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Blerina Sinaimeri</string-name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Computer Science Department, Sapienza University of Rome</institution>
          ,
          <country country="IT">Italy</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>LUISS University</institution>
          ,
          <addr-line>Rome</addr-line>
          ,
          <country country="IT">Italy</country>
        </aff>
      </contrib-group>
      <pub-date>
        <year>2023</year>
      </pub-date>
      <volume>24</volume>
      <fpage>13</fpage>
      <lpage>15</lpage>
      <abstract>
        <p>A graph  is a star--PCG if there exists a non-negative edge weighted star tree  and  mutually exclusive intervals 1, 2, . . . ,  of non-negative reals such that each vertex of  corresponds to a leaf of  and there is an edge between two vertices in  if the distance between their corresponding leaves in  lies in 1 ∪ 2 ∪ . . . ∪ . These graphs are related to diferent well-studied classes of graphs such as PCGs and multithreshold graphs. In this paper, we investigate the smallest value of  such that there exists an  vertex graph that is not a star--PCG, for small values of .</p>
      </abstract>
      <kwd-group>
        <kwd>eol&gt;Pairwise compatibility graph</kwd>
        <kwd>Multithreshold graph</kwd>
        <kwd>Graph theory</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction</title>
      <p>Thus, the class of star--PCGs is particularly interesting as it serves as link between two
significant graph classes: PCGs and multithreshold graphs, both of which currently lack a
complete characterization. Indeed, the computational complexity of determining the minimum
value of  for a graph to be a -PCG remains an open question, and it is unknown whether this
problem can be solved in polynomial time, even for the case of  = 1. Nevertheless, recent
advancements have been made towards the recognition of star--PCGs. Recently, Xiao and
Nagamochi [9] introduced the first polynomial-time algorithm for identifying graphs that are
star-1-PCGs. Next, Kobayashi et al. in [10] improved upon this results by introducing a new
characterization of star-1-PCGs that led a linear time algorithm for their recognition.</p>
      <p>
        It is already established that every graph  is a star--PCG for some positive integer  ≤
|()| [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ]. Additionally, for each positive integer , there exist graphs that are not star--PCGs
but are star-( + 1)-PCGs [8]. A natural question is: for any given value of  which is the
smallest value of  such that there exists an  vertex graph that is not a star--PCGs. This
question has been already investigated for related graphs classes. Indeed, it is known that the
smallest graph that is not a 1-PCG has 8 vertices [11, 12] and the smallest graph that is not a
2-PCG must have at least 9 vertices [13].
      </p>
      <p>In this paper we ask a similar question for star--PCGs. We show that the smallest graph
that is not a star-1-PCG has exactly 5 vertices. Moreover, we fully determine the membership
to the star--PCG class for each graph with at most 5 vertices. We conclude with some open
questions.</p>
    </sec>
    <sec id="sec-2">
      <title>2. Preliminaries</title>
      <p>For a graph  = (, ) and a vertex  ∈  , the set  () = { : {, } ∈ } is called the
neighborhood of .</p>
      <p>Let  be an edge weighted star tree for each leaf  of  we denote by () =  the weight
of the edge incident to . For a graph , the weighted star tree of  is a star whose leaves are
the vertices of .</p>
      <p>
        It is already known that every graph  is a star--PCG for some positive integer  [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ]. Thus,
we introduce the following notation.
      </p>
      <p>Definition 1. Given a graph , we define the star number,  (), to be the smallest positive
integer , such that  is a star--PCG.</p>
      <p>
        From [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ] it holds that for every graph ,  () ≤ | ()|.
      </p>
      <p>In the forthcoming proofs we will use the following results.</p>
      <p>
        Lemma 1. [
        <xref ref-type="bibr" rid="ref4">4, 9</xref>
        ]. Let  be a graph and let  be a positive integer. If for any weighted star  of ,
there exist  ∈  (), vertices 1, . . . , +1 in  () and 1, . . .  not in  () ∪ {}, such that
(1) ≤ (1) ≤ . . . ≤ () ≤ (+1), then  is not a star--PCG.
      </p>
      <sec id="sec-2-1">
        <title>The next lemma follows trivially by the definition of star- -PCG.</title>
        <p>Lemma 2. Let  be a star--PCG and let  be a weighted witness star for . If there are two
leaves ,  in  for which () = () then  () =  ().</p>
      </sec>
    </sec>
    <sec id="sec-3">
      <title>3. Not all 5-vertex graphs are star-1-PCGs</title>
      <p>There are 34 non isomorphic graphs with 5 vertices [14]. These graphs are depicted in Fig. 2
based on increasing number of edges (see also [15]). Let 5 = {1, 2, . . . , 34} be the set
of all non isomorphic graphs with 5 vertices. In this section we show that these graphs are
star-1-PCGs or star-2-PCGs. For the sake of simplicity in the forthcoming constructions we
will omit to present the star tree proving the membership to star--PCG. Instead, for each leaf
vertex  in a witness star tree , we will simply associate the weight () to the vertex  in
the graph . We will refer to this representation as the witness graph. In Fig. 2 we show for
each graph  ∈ 5 its witness graph together with the corresponding interval(s) proving the
membership to star-1-PCG or star-2-PCG. To fully determine the membership to star-1-PCG or
star-2-PCG classes, we need the following lemmas.</p>
      <p>Lemma 3.  (20) = 2
Lemma 4.  (25) =  (27) = 2.</p>
      <p>Proof. Due to space limits we will only detail the proof for the graph 25. Let  (25) =
{, , , , } as shown in Fig. 2. Assume on the contrary that 25 is a star-1-PCG and let 
and  = [,  ] be the witness star tree and the corresponding interval. Notice that from
Lemma 2, all the vertices are associate to a diferent weight in . Let 1 = min{(), ()}
and 2 = min{(), ()}. Due to the symmetry of the graph, we can assume without loss of
generality that 1 = (), 2 = () and () &lt; (). Now, we focus on the weight of vertex
 relative to the weight of the vertices  and . We need to consider the following three cases.
• We have () &lt; () &lt; (). Then the following holds:</p>
      <p>≤ () + () &lt; () + () &lt; () + () ≤ .</p>
      <p>Where the first and last inequalities follow as the edges {, }, {, } belong to (25).</p>
      <p>We reach a contradiction as () + () ∈  but ,  ̸∈ (25).
• We have () &lt; () &lt; (). Then the following holds:</p>
      <p>≤ () + () &lt; () + () &lt; () + () ≤ .</p>
      <p>Where the first and last inequalities follow as the edges {, }, {, } belong to (25).</p>
      <p>We reach a contradiction as () + () ∈  but ,  ̸∈ (25).
• We have () &lt; () &lt; (). Then the following holds:</p>
      <p>≤ () + () &lt; () + () &lt; () + () ≤ .</p>
      <p>Where the first and last inequalities follow as the edges {, }, {, } belong to (25).</p>
      <p>We reach a contradiction as () + () ∈  but ,  ̸∈ (25).</p>
      <p>We thus, showed that 25 is not a star-1-PCG. The result for the graph 27 follows in a case
by case analysis. .</p>
      <p>Theorem 1. All graphs with at most 5 vertices are star-1-PCGs, except for the graphs
{15, 20, 25, 27} which are star-2-PCGs.</p>
      <p>
        Proof. For graphs with exactly 5 vertices the proof follows directly by Lemma 3 and Lemma 4
and by noticing that for the graph 15, a cycle on five vertices,  (15) = 2 [
        <xref ref-type="bibr" rid="ref4">4</xref>
        ]. It is easy to
see that the rest of the graphs in Fig. 2 are star-1-PCG by simply checking the witness graph
together with the corresponding interval.
      </p>
      <p>Notice that if a graph is a star--PCG, removing a vertex from the graph will still result in
a graph that belongs to the class of star--PCGs. A graph with 4 vertices can be viewed as
a graph with 5 vertices with one isolated vertex. These graphs are depicted in Fig. 2 and are
namely, 1 − 8, 13, 14, 18, 24, which are shown to be star-1-PCGs. The graphs with
at most 3 vertices are obtained from the ones of 4 vertices by removing vertices and thus are
clearly star-1-PCGs.</p>
    </sec>
    <sec id="sec-4">
      <title>4. Conclusion and open problems</title>
      <p>In this paper we consider star-multi-interval pairwise compatibility graphs. We show that the
smallest graph that is not a star-1-PCG has exactly 5 vertices. Moreover, we fully determine the
membership to the star--PCG class for each graph with at most 5 vertices. Many problems
remain open.</p>
      <sec id="sec-4-1">
        <title>Problem 1: Determine the smallest graph that is not a star-2-PCG.</title>
        <p>From the results in this paper we know that this number is at least 6. From the results in [8]
we have that 34, the graph consisting of 3 disjoint cliques on four vertices is a star-3-PCG.
We conjecture that the smallest graph that is not a star-2-PCG has indeed 12 nodes, and all the
graphs with at most 11 nodes are star-2-PCGs.
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[6] G. J. Puleo, Some results on multithreshold graphs, Graphs and Combinatorics 36 (2020)
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[7] R. E. Jamison, A. P. Sprague, Double-threshold permutation graphs, Journal of Algebraic</p>
        <p>Combinatorics (2021). doi:10.1007/s10801-021-01029-7.
[8] G. Chen, Y. Hao, Multithreshold multipartite graphs, J. Graph Theory (2022) 1–6. doi:10.</p>
        <p>1002/jgt.22805.
[9] M. Xiao, H. Nagamochi, Characterizing Star-PCGs, Algorithmica 82 (2020) 3066–3090.</p>
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[10] Y. Kobayashi, Y. Okamoto, Y. Otachi, Y. Uno, Linear-time recognition of double-threshold
graphs, Algorithmica 84 (2022) 1163–1181. doi:10.1007/s00453-021-00921-9.
[11] T. Calamoneri, D. Frascaria, B. Sinaimeri, All graphs with at most seven vertices are
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[13] T. Calamoneri, A. Monti, F. Petroni, All graphs with at most 8 nodes are 2-interval-pcgs,
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[15] H. N. de Ridder, et al., Information System on Graph Classes and their Inclusions (ISGCI),
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      </sec>
    </sec>
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