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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>On Geometric Siamese Color Graphs</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Nina Hronkovičová</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Martin Mačaj</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Department of Algebra and Geometry, Faculty of Mathematics</institution>
          ,
          <addr-line>Physics and Informatics</addr-line>
          ,
          <institution>Comenius University</institution>
          ,
          <addr-line>Mlynská Dolina 824 48 Bratislava</addr-line>
          ,
          <country country="SK">Slovakia</country>
        </aff>
      </contrib-group>
      <abstract>
        <p>A Siamese color graph is an edge decomposition of a complete graph into strongly regular subgraphs sharing a spread. Using a computer aided exhaustive search we completely classify so called geometric Siamese color graphs on 40 vertices. We also independently confirm the classifications of Siamese color graphs on 15 vertices originally obtained by M. Klin, S. Reichard, and A. Woldar. One of the objects related to an incidence structure is its point graph (or collinearity graph). It is a graph whose Siamese color graphs were initially introduced by vertices are the points of the incidence structure and two Kharaghani and Torabi in [1] using algebraic meth- vertices are connected by an edge if and only if they lay ods and later studied by Klin, Reichard, and Woldar in on the same line. [2, 3] from the geometric point of view. Kharaghani A strongly regular graph with parameters (, , ,  ) and Torabi provided an infinite class of Siamese color is a regular graph with order  and valency 0 &lt;  &lt; graphs arising from an infinite class of balanced gen-  − 1 such that every pair of adjacent vertices in Γ have eralized weighing matrices supplied by Gibbons and  common neighbours, and every pair of non-adjacent Mathon in [4]. Klin, Reichard, and Woldar presented vertices have  common neighbours. a complete list of Siamese color graphs on 15 vertices It is easy to show, that the point graph of any partial and some geometric Siamese color graphs on 40 ver- geometry is strongly regular with parameters tices [2, 3]. Most results obtained so far concern Siamese color graph with strongly regular graphs with parame-  =  ((− 1)(− 1)/ + 1) , ters (1 +  + 2 + 3, 2 + , − 1 + , 1 + , ). Such  = ( − 1), graphs are pseudo-geometric with respect to generalised quadrangles of order  and are known to exist for all  = ( − 2) + ( − 1)( − 1), prime powers.  =  .</p>
      </abstract>
      <kwd-group>
        <kwd>eol&gt;Siamese color graphs</kwd>
        <kwd>graph decompositions</kwd>
        <kwd>generalized quadrangles</kwd>
        <kwd>strongly regular graphs</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction</title>
      <sec id="sec-1-1">
        <title>On the other hand, if a strongly regular graph is the</title>
        <p>2. Preliminaries point graph of a suitable partial geometry, it is said to be
geometric and if its parameter set coincides with that of
2.1. Partial geometries and strongly a geometric strongly regular graph, it is called
pseudoregular graphs geometric.</p>
        <p>A spread of a partial geometry is a set of pairwise
A partial geometry is an incidence structure with parame- disjoint lines that together contain all the points of the
ters (, ,  ) such that each block (or line) contains  geometry.
points, each point lays on  lines, each pair of distinct Since a spread divides  ((− 1)(− 1)/ + 1) points of
points lay on at most one line, and for each line  and the partial geometry into mutually disjoint sets of 
point  not on , there exist exactly  lines through  points, there are (− 1)(− 1)/ + 1 lines in one spread.
that intersect . Any two points on the same line in the spread must be</p>
        <p>By double-counting, it is easy to see that any such adjacent in the point graph, therefore all points belonging
structure has (( − 1)( − 1)/ + 1) points and to the same line in the spread form a clique in the point
(( − 1)( − 1)/ + 1) lines. graph. If we have a spread of a partial geometry, it spans
the set of points by (− 1)(− 1) + 1 lines, therefore, in
IbTeArT2’32–32:7I,n2fo0r2m2,aVtiyosnokteécThantorlyo,gSielosv–akAipaplications and Theory, Septem- the point graph, there is a set of (− 1)(− 1) + 1 = 
$ nina.hronkovicova@fmph.uniba.sk (N. Hronkovičová); cliques of size . In accordance, if we have any graph Γ
martin.macaj@fmph.uniba.sk (M. Mačaj) with disjoint set of same-size cliques that span the whole
© 2023 Copyright for this paper by its authors. Use permitted under Creative Commons License Γ , we shall call it a spread in Γ .</p>
        <p>CPWrEooUrckReshdoinpgs IhStpN:/c1e6u1r3-w-0s.o7r3g ACttEribUutRion W4.0oInrtekrnsahtioonpal (PCCroBYce4.0e).dings (CEUR-WS.org)</p>
        <p>Let there be a spread  in a partial geometry with
parameters (, ,  ), let ,  be distinct lines of , for
any point  on , there are exactly  lines through 
that intersect  through  diferent points. Similarly, for
any point  on , there are exactly  lines through  that
intersect  through  diferent points. Therefore there
are exactly  diferent lines that intersect both  and
, and they do so in pair-wise diferent pairs of points
on  and .</p>
        <sec id="sec-1-1-1">
          <title>Lemma 1. Let (, ,  ) be a partial geometry with a spread, then for any two lines ,  in the spread there are exactly  other lines that intersect both of them. Each point on  is contained in exactly  of these lines.</title>
        </sec>
      </sec>
      <sec id="sec-1-2">
        <title>Based on Lemma 1, we can observe that any two</title>
        <p>cliques in the spread are connected by exactly 1 + 
edges, that is, a perfect matching. This can be expressed
as follows.</p>
        <p>Lemma 2. If we arrange the vertices of the point graph of
(, ) with a spread  according to their corresponding
cliques, the resulting adjacency matrix can be represented
by (1 + ) × (1 + ) blocks with each block of size of (1 +
) × (1 + ). The diagonal blocks of the matrix correspond
to the adjacency matrices of the cliques, i.e.  − , while
the of-diagonal blocks correspond to permutation matrices,
that is, the incidence matrices of 1-factors.</p>
        <sec id="sec-1-2-1">
          <title>A (finite) generalized quadrangle with parameters (, )</title>
          <p>is an incidence structure  satisfying the following
axioms:</p>
          <p>Given a Γ with diameter , Γ is a distance-regular
graph if and only if there is an array of integers
{0, 1, . . . , − 1; 1, 2, . . . , } such that for all 1 ≤
 ≤ , and any pair of vertices  and  at a distance 
in Γ ,  gives the number of neighbours of  at distance
1. Each point is incident with  + 1 lines ( ≥ 1) and  + 1 from  and  gives the number of neighbours
two distinct points are incident with at most one of  at a distance  − 1 from . The array of integers
line. characterising a distance-regular graph is known as its
2. Each line is incident with  + 1 points ( ≥ 1) intersection array.</p>
          <p>and two distinct lines are incident with at most It was shown by Brouwer in [5] that the removal of a
one point. spread  from a pseudo-geometric or geometric strongly
regular graph Γ with a spread and parameters coinciding
3. If  is a point and  is a line not incident with , to parameters of the point graph of (, ) gives us
then there exists exactly one line through  that a distance-regular graph of diameter 3 with antipodal
intersects . system , that is, the relation of being at distance 3 in
distance-regular graph Γ −  is an equivalence relation
and its blocks are exactly the cliques of .</p>
          <p>If the strongly regular graph Γ is geometric, we shall
call the distance-regular graph Γ −  geometric as well.
2.2. Siamese color graphs</p>
        </sec>
      </sec>
      <sec id="sec-1-3">
        <title>The pair (, ) is called the order of  . Hereinafter, we</title>
        <p>will refer to a generalized quadrangle of order (, ) as
(, ).</p>
        <p>It is straightforward to show that generalised
quadrangles are a particular case of partial geometries. In
particular, the generalised quadrangles of orders (, )
are exactly the partial geometries with parameters ( +
1,  + 1, 1).</p>
        <p>Hence, the point graph of a generalised quadrangle of
order (, ) is a strongly regular graph with parameters
(, , ,  ), where
A color graph Γ is a pair (, ℛ) where  is a set of
vertices and ℛ is a partition of  2, i.e., elements of ℛ are
pairwise disjoint and ⋃︀∈ℛ  =  2. We refer to the
relations in ℛ as the colors of Γ and to the number |ℛ|
of its colors as the rank of Γ .
 = ( + 1)( + 1), In other words, a color graph is any edge-coloring
of a complete digraph with a loop at each vertex. We
 = ( + 1), define an adjacency matrix of a color graph to be a  × 
 =  − 1, matrix  = (, ) such that , =  if (,  ) ∈ 
 =  + 1. for  ∈ ℛ.</p>
        <p>Throughout this paper we will only consider color</p>
        <p>Every line in (, ) gives rise to a clique of size graphs such that all their colors are symmetric relations
1 +  in the point graph. On the other hand, there are no and one of them is an identity relation, i.e., ones that can
other cliques as the third condition in the definition of be restricted to a simple graph, not a digraph.
generalized quadrangles tells us that every three points Let Γ and Γ ′ be color graphs. An isomorphism  :
that induce a 3 in the point graph must belong to the Γ → Γ ′ is a bijection of  onto  ′ which induces a
same line. bijection  : ℛ → ℛ′ of colors. A weak (or color)</p>
        <p>Incidentally, there is a one-to-one correspondence be- automorphism of Γ is an isomorphism  : Γ → Γ . If, in
tween spreads in (, ) and those spreads in its point addition, the induced map  is the identity on ℛ, we call
graph which consist of (1 + ) cliques of size 1 + .  a (strong) automorphism of Γ .</p>
      </sec>
      <sec id="sec-1-4">
        <title>In 2003 in [1] Kharaghani and Torabi introduced the</title>
        <p>the authors constructed an infinite family of geometric
concept of a Siamese color graph, i.e., the decomposition</p>
      </sec>
      <sec id="sec-1-5">
        <title>Siamese color graphs which is conjectured to be isomor</title>
        <p>of a complete graph into strongly regular graphs
sharphic to the family of Kharabhani and Torabi and proved
ing a spread. This notion is formalised in the following
the following result.</p>
        <p>Let  = (, { , , 1, 2, . . . , }) of order . For each point graph (,  ∪ ), construct the
definition.</p>
        <p>Definition 1.
be a color graph for which
size.</p>
        <p>.</p>
      </sec>
      <sec id="sec-1-6">
        <title>1. (, ) is a partition of  into cliques of equal</title>
      </sec>
      <sec id="sec-1-7">
        <title>2. For all , graph (, ) is an imprimitive distance</title>
        <p>regular graph of diameter 3 with antipodal system
graph with the same parameters.</p>
        <p>3. For all , graph (,  ∪ ) is a strongly regular</p>
      </sec>
      <sec id="sec-1-8">
        <title>Then  is a Siamese color graph. We call  the spread of</title>
        <p>Γ and  – the number of distance-regular graphs – the</p>
      </sec>
      <sec id="sec-1-9">
        <title>Siamese rank of  .</title>
        <p>We shall denote  by (, , , , 
) where
(, , ,</p>
        <p>) are common parameters of all (,  ∪ )
and  is the valency of the spread . Kharaghani and</p>
      </sec>
      <sec id="sec-1-10">
        <title>Torabi used the term Siamese here to indicate that all</title>
        <p>these strongly regular graphs share a common spread.</p>
      </sec>
      <sec id="sec-1-11">
        <title>Kharaghani and Torabi [1] further proved the existence of an infinite family of Siamese color graphs with special parameters.</title>
        <p>Theorem 1. For any prime power , there exists a
(1 +  + 
is a SCG on 1 +  + 
2 + 3,  + 2, − 1 + , 1 + , ), that</p>
        <p>2 + 3 vertices consisting of 1 + 
strongly regular graphs sharing 1 + 2 disjoint cliques of
size 1 + .</p>
        <p>Parameters of strongly regular graphs mentioned
above are interesting because these are the parameters
of a point graph of generalised quadrangle (, ). In
the following we will refer to Siamese color graphs with
these parameters as Siamese color graphs of order  and
denote them (). By the Theorem of Brouwer [5]
mentioned after the definition of distance-regular graphs,
for this class of Siamese color graphs, we do not have to
check the second condition in Definition 1 if the
remaining two are fulfilled.</p>
      </sec>
      <sec id="sec-1-12">
        <title>We shall call a Siamese color graph () geometric</title>
        <p>if all its strongly regular graphs (,  ∪) are geometric.</p>
      </sec>
    </sec>
    <sec id="sec-2">
      <title>3. Some known results on geometric Siamese color graphs</title>
      <sec id="sec-2-1">
        <title>Geometric Siamese color graphs were studied by Reichard in his thesis [6] and further by Klin, Reichard, and Woldar in a series of articles [2, 3]. In these papers,</title>
        <sec id="sec-2-1-1">
          <title>Theorem 2. Let  be a geometric Siamese color graph corresponding generalised quadrangle. Let  denote the union of all lines in all resulting generalized quadrangles. Then the incidence structure</title>
          <p>is a Steiner design
 = (, )
︂(
 =  2,  + 1,
4 − 1 )︂
 − 1
.</p>
        </sec>
      </sec>
      <sec id="sec-2-2">
        <title>Using Theorem 2, Klin, Reichard, and Woldar com</title>
        <p>pletely classified Siamese color graphs of order
2 and
found hundreds of geometric Siamese color graphs of
order 3. The classification of Siamese color graphs of
order 2 was expressed in the following theorem.</p>
        <sec id="sec-2-2-1">
          <title>Theorem 3. Every Siamese color graph on 15 vertices is necessarily geometric.</title>
        </sec>
        <sec id="sec-2-2-2">
          <title>There are exactly two nonisomorphic Siamese color graphs on 15 vertices. Their corresponding Steiner triple systems are  (15)#1 and  (15)#7 in the notation of [7].</title>
        </sec>
      </sec>
    </sec>
    <sec id="sec-3">
      <title>4. Computer-aided search</title>
      <p>Our primary emphasis in the search was on Siamese color
graphs of order 3, although we also examined the case
for order 2, which represents the smallest non-trivial
scenario. To begin with, we shall summarize the established
information regarding the Siamese color graphs of order</p>
      <sec id="sec-3-1">
        <title>2 and 3. Corresponding strongly- and distance-regular graphs possess the following properties.</title>
        <p>
          Siamese color graphs or order 2
• The spread consists of five 3
• The strongly regulars graphs have parameters
(
          <xref ref-type="bibr" rid="ref1 ref3 ref6">15, 6, 1, 3</xref>
          ) – there is only one such strongly
regular graph, it is a point graph of (
          <xref ref-type="bibr" rid="ref2 ref2">2, 2</xref>
          ) and it
has only one spread up to isomorphism
• The distance-regular graphs have intersection
arrays {4, 2, 1; 1; 1; 4} – there is only one such
distance-regular graph and it is the line graph of
the Petersen graph
Siamese color graphs of order 3
• The spread consists of ten 4
• The strongly regular graphs have parameters
(
          <xref ref-type="bibr" rid="ref12 ref2 ref4">40, 12, 2, 4</xref>
          ) – there are 29 such strongly regular
graphs [8], but only two of them have a spread
– one is geometric and it has only one spread
up to isomorphism
        </p>
        <p>Furthermore, we have chosen the graph Γ 1 with
lexi– one is not geometric and it has two non- cographically maximal adjacency matrix 1. As a
conisomorphic spreads sequence, all blocks in the first row of the block form of
1 are equal to the identity matrix.
• The distance-regular graphs have intersection ar- Step 2:
rays {9, 6, 1; 1; 2; 9}. There are three of them and As  is the antipodal system of Γ 1 we have  =
only one is geometric (Γ 1) ≤ () and it sufices to apply
representatives of the cosets of  in () to Γ 1. Moreover, we
4.1. Computer-aided search for geometric used the action of () = 4 ≀ 10 = (410 ⋊ 10)
Siamese color graphs of orders 2 and on cliques of  to implement an intelligent backtrack on
3 each coset of 410.</p>
        <p>
          Step 3:
Our goal is to obtain the set () of all mutually non- As blocks in the first row of Γ 1 are all identity matrices,
isomorphic geometric Siamese color graphs of order  for there are only nine permutation matrices disjoint with
 ∈ {2, 3}. It follows that for  ≤ 3 and for a fixed spread any of them and there are only four combinations of
 all geometric distance regular graphs with antipodal any three of these matrices and identity matrix such that
system  form a single orbit of (). Therefore, the they are disjoint and their sum is an all-ones matrix. We
following four-step strategy is suficient to obtain (). distributed the computations in such a way that in each
instance we restricted the candidates for Γ 2, Γ 3, and Γ 4
1. For a fixed spread , choose a geometric distance to graphs with prescribed first three blocks of the first
regular graph Γ 1 with the antipodal system  row of the block form of the adjacency matrix.
(i.e., Γ 1 +  is the point graph of (
          <xref ref-type="bibr" rid="ref3">3</xref>
          ) with the Clearly, in each Siamese color graph of order 3, Γ 4 is
spread ). uniquely determined by , Γ 1, Γ 2 and Γ 3. It turns out
2. Apply all automorphisms of  to obtain all geo- that for given edge-disjoint Γ 2 and Γ 3 it is faster to first
metric distance-regular graphs which have  as check whether 40 − (Γ 1 ∪Γ 2 ∪Γ 3) is a (
          <xref ref-type="bibr" rid="ref12 ref2 ref4">40, 12, 2, 4</xref>
          )
the antipodal system and find the set  of all such and only then to verify whether it belongs to the set .
distance-regular graphs which have no common Step 4:
edges with Γ 1. Instead of testing all obtained Siamese color graphs for
isomorphisms, it sufices to check whether for given Γ 1,
3. In , find all triples Γ 2, Γ 3, Γ 4 of mutually edge Γ 2, Γ 3, and Γ 4 the quadruple of their adjacency matrices
disjoint distance-regular graphs. is maximal in the action of (). In fact we
imple4. Check the resulting system of Siamese color mented this modification already in Step 3, e.g., we
congraphs for isomorphism. sidered only Γ 2 whose adjacency matrices were maximal
in the action of  = (Γ 1).
        </p>
        <p>• binary numbers generated by concatenation of
parts of rows of the full adjacency matrix that
belong to the blocks above the diagonal blocks –</p>
        <p>Steps 2 and 3</p>
      </sec>
      <sec id="sec-3-2">
        <title>We also found that in 357 of the geometric Siamese</title>
        <p>color graphs of order 3 the graph Γ 2 is the element with
• their adjacency matrices in the block form, where the largest adjacency matrix in the set  above. We will
every permutation matrix is represented by num- further refer to this subset as ′.
ber in {1, 2, . . . , 24} and  −  by 0 – Steps 1, 2 For each of the 399 geometric Siamese color graphs
and 4 of order 3, we computed its automorphism group and its</p>
      </sec>
      <sec id="sec-3-3">
        <title>We implemented our strategy using Python [9], GAP</title>
        <p>
          [10], and GAP packages GRAPE and DESIGN [11, 12].
For  = 2 the literal implementations of the strategy was
suficient to obtain the set (
          <xref ref-type="bibr" rid="ref2">2</xref>
          ). For  = 3 we
implemented various improvements to speed up the
computiations. In what follows, we present the most important
modifications in each step.
        </p>
        <p>Step 1:
We fixed the spread  with cliques {1, . . . , 4},
{5, . . . , 8}, . . . , {37, . . . , 40}. This choice of  enabled
us to represent our graphs during the computation by
any of the following</p>
      </sec>
    </sec>
    <sec id="sec-4">
      <title>5. Results</title>
      <p>For  = 2 we confirmed the results of Klin, Reichard, and
Woldar that there are only two Siamese color graphs of
order 2.</p>
      <p>For  = 3 we obtained the following result.</p>
      <sec id="sec-4-1">
        <title>Theorem 4. There are exactly 399 non-isomorphic geometric Siamese color graphs of order 3.</title>
        <p>orbit on vertices. Further, in accordance with Theorem 2,
we computed the corresponding Steiner system, its
automorphism group as well as its orbits on the points and
the blocks. The results are compiled in the table below.
The last column tells us, how many out of all of these
non-isomorphic Siamese color graphs come from ′.</p>
      </sec>
    </sec>
    <sec id="sec-5">
      <title>6. Acknowledgment</title>
      <sec id="sec-5-1">
        <title>The authors acknowledge support from the APVV Research Grant APVV-19-0308 and from the VEGA Research Grants 1/0423/20, 1/0727/22 and 1/0437/23.</title>
      </sec>
    </sec>
  </body>
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