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Symmetry 2018, 10(6), 212; https://doi.org/10.3390/sym10060212

Article
Enumeration of Strongly Regular Graphs on up to 50 Vertices Having S3 as an Automorphism Group
Department of Mathematics, University of Rijeka, Rijeka 51000, Croatia
Received: 17 May 2018 / Accepted: 8 June 2018 / Published: 11 June 2018

## Abstract

:
One of the main problems in the theory of strongly regular graphs (SRGs) is constructing and classifying SRGs with given parameters. Strongly regular graphs with parameters $( 37 , 18 , 8 , 9 )$, $( 41 , 20 , 9 , 10 )$, $( 45 , 22 , 10 , 11 )$, $( 49 , 24 , 11 , 12 )$, $( 49 , 18 , 7 , 6 )$ and $( 50 , 21 , 8 , 9 )$ are the only strongly regular graphs on up to 50 vertices that still have to be classified. In this paper, we give the enumeration of SRGs with these parameters having $S 3$ as an automorphism group. The construction of SRGs in this paper is a step in the classification of SRGs on up to 50 vertices.
Keywords:
strongly regular graph; automorphism group; orbit matrix

## 1. Introduction

We assume that the reader is familiar with the basic notions of the theory of finite groups. For basic definitions and properties of strongly regular graphs, we refer the reader to [1,2,3].
A graph is regular if all its vertices have the same valency; a simple regular graph $Γ = ( V , E )$ is strongly regular with parameters $( v , k , λ , μ )$ if it has $| V | = v$ vertices, valency k, and if any two adjacent vertices are together adjacent to $λ$ vertices, while any two nonadjacent vertices are together adjacent to $μ$ vertices. A strongly regular graph with parameters $( v , k , λ , μ )$ is usually denoted by SRG$( v , k , λ , μ )$. An automorphism of a strongly regular graph $Γ$ is a permutation of vertices of $Γ$, such that every two vertices are adjacent if and only if their images are adjacent.
By $S ( V )$, we denote the symmetric group on the nonempty set V. If $G ≤ S ( V )$ and $x ∈ V$, then the set $x G = { x g | g ∈ G }$ is called a G-orbit of $x .$ The set $G x = { g ∈ G | x g = x }$ is called a stabilizer of x in G. If G is finite, then $| x G | = | G | | G x | .$ By $G x g$, we denote a conjugate subgroup $g − 1 G x g$ of $G x .$
One of the main problems in the theory of strongly regular graphs (SRGs) is constructing and classifying SRGs with given parameters. A frequently-used method of constructing combinatorial structures is the construction of combinatorial structures with a prescribed automorphism group. Orbit matrices of block designs have been used for such a construction of combinatorial designs since the 1980s. However, orbit matrices of strongly regular graphs had not been introduced until 2011. Namely, Majid Behbahani and Clement Lam introduced the concept of orbit matrices of strongly regular graphs in [4]. They developed an algorithm for the construction of orbit matrices of strongly regular graphs with an automorphism group of prime order and the construction of corresponding strongly regular graphs.
A method of constructing strongly regular graphs admitting an automorphism group of composite order using orbit matrices is introduced and presented in [5]. Using this method, we classify strongly regular graphs with parameters $( 37 , 18 , 8 , 9 )$, $( 41 , 20 , 9 , 10 )$, $( 45 , 22 , 10 , 11 )$, $( 49 , 18 , 7 , 6 )$, $( 49 , 24 , 11 , 12 )$ and $( 50 , 21 , 8 , 9 )$ having $S 3$ as an automorphism group. These graphs are the only strongly regular graphs with up to 50 vertices that still have to be classified. Enumeration of SRGs with these parameters having a non-abelian automorphism group of order six, i.e., the construction of SRGs with these parameters in this paper, is a step in that classification. Using this construction, we show that there is no SRG $( 37 , 18 , 8 , 9 )$ having $S 3$ as an automorphism group. Furthermore, we show that there are 80 SRGs$( 41 , 20 , 9 , 10 )$, 288 SRGs$( 45 , 22 , 10 , 11 )$, 72 SRGs$( 49 , 24 , 11 , 12 )$, 34 SRGs$( 49 , 18 , 7 , 6 )$ and 45 SRGs$( 50 , 21 , 8 , 9 )$ having a non-abelian automorphism group of order six.
The paper is organized as follows: After a brief description of the terminology and some background results, in Section 2, we describe the concept of orbit matrices, based on the work of Behbahani and Lam [4]. In Section 3, we explain the method of construction of strongly regular graphs from their orbit matrices presented in [5]. In Section 4, we apply this method to construct strongly regular graphs with parameters $( 37 , 18 , 8 , 9 )$, $( 41 , 20 , 9 , 10 )$, $( 45 , 22 , 10 , 11 )$, $( 49 , 18 , 7 , 6 )$, $( 49 , 24 , 11 , 12 )$ and $( 50 , 21 , 8 , 9 )$ having a non-abelian automorphism group of order six.
For the construction of orbit matrices and graphs, we have used our own computer programs written for GAP [6]. Isomorphism testing for the obtained graphs and the analysis of their full automorphism groups are conducted using the Grape package for GAP [7].

## 2. Orbit Matrices of Strongly Regular Graphs

Orbit matrices of block designs have been frequently used for the construction of block designs with a presumed automorphism group, see, e.g., [8,9,10,11]. In 2011, Behbahani and Lam introduced the concept of orbit matrices of SRGs (see [4]). While Behbahani and Lam were mostly focused on orbit matrices of strongly regular graphs admitting an automorphism of prime order, a general definition of an orbit matrix of a strongly regular graph is given in [12].
Let $Γ$ be an SRG$( v , k , λ , μ )$ and A be its adjacency matrix. Suppose an automorphism group G of $Γ$ partitions the set of vertices V into b orbits $O 1 , … , O b$, with sizes $n 1 , … , n b$, respectively. The orbits divide A into submatrices $[ A i j ]$, where $A i j$ is the adjacency matrix of vertices in $O i$ versus those in $O j$. We define matrices $C = [ c i j ]$ and $R = [ r i j ]$, $1 ≤ i , j ≤ b$, such that $c i j$ is the column sum of $A i j$ and $r i j$ is the row sum of $A i j$. The matrix R is related to C by:
$r i j n i = c i j n j .$
Since the adjacency matrix is symmetric, it follows that:
$R = C T .$
The matrix R is the row orbit matrix of the graph $Γ$ with respect to G, and the matrix C is the column orbit matrix of the graph $Γ$ with respect to G.
Behbahani and Lam showed that orbit matrices $R = [ r i j ]$ and $R T = C = [ c i j ]$ satisfy the condition:
$∑ s = 1 b c i s r s j n s = δ i j ( k − μ ) n j + μ n i n j + ( λ − μ ) c i j n j .$
Since $R = C T$, it follows that:
$∑ s = 1 b n s n j c i s c j s = δ i j ( k − μ ) + μ n i + ( λ − μ ) c i j$
and:
$∑ s = 1 b n s n j r s i r s j = δ i j ( k − μ ) + μ n i + ( λ − μ ) r j i .$
Therefore, in [12], we introduced the following definition of orbit matrices of strongly regular graphs.
Definition 1.
A $( b × b )$-matrix $R = [ r i j ]$ with entries satisfying conditions:
$∑ j = 1 b r i j = ∑ i = 1 b n i n j r i j = k$
$∑ s = 1 b n s n j r s i r s j = δ i j ( k − μ ) + μ n i + ( λ − μ ) r j i$
where $0 ≤ r i j ≤ n j$, $0 ≤ r i i ≤ n i − 1$ and $∑ i = 1 b n i = v$, is called a row orbit matrix for a strongly regular graph with parameters $( v , k , λ , μ )$ and the orbit length distribution $( n 1 , … , n b )$.
Definition 2.
A $( b × b )$-matrix $C = [ c i j ]$ with entries satisfying conditions:
$∑ i = 1 b c i j = ∑ j = 1 b n j n i c i j = k$
$∑ s = 1 b n s n j c i s c j s = δ i j ( k − μ ) + μ n i + ( λ − μ ) c i j$
where $0 ≤ c i j ≤ n i$, $0 ≤ c i i ≤ n i − 1$ and $∑ i = 1 b n i = v$, is called a column orbit matrix for a strongly regular graph with parameters $( v , k , λ , μ )$ and the orbit length distribution $( n 1 , … , n b )$.

## 3. The Method of Construction

A method of constructing strongly regular graphs admitting an automorphism group of composite order using orbit matrices is introduced and presented in [5]. In this section, we will give a brief overview of this method.
For the construction of strongly regular graphs with parameters $( v , k , λ , μ )$, we first check whether these parameters are feasible (see [2]). Then, we select the group G and assume that it acts as an automorphism group of an SRG$( v , k , λ , μ )$. The construction of strongly regular graphs admitting an action of a presumed automorphism group, using orbit matrices, consists of the following two basic steps:
• Construction of orbit matrices for the presumed automorphism group
• Construction of strongly regular graphs from the obtained orbit matrices (indexing of orbit matrices)
We could use row or column orbit matrices, but since we are constructing matrices row by row, it is more convenient for us to use column orbit matrices. For the construction of orbit matrices for the presumed automorphism group, we need to determine all possible orbit length distributions $( n 1 , n 2 , … , n b )$ for an action of the group G. Suppose an automorphism group G of $Γ$ partitions the set of vertices V into b orbits $O 1 , … , O b$, with sizes $n 1 , … , n b$. Obviously, $n i$ is a divisor of $| G |$, $i = 1 , … , b$, and:
$∑ i = 1 b n i = v .$
When determining the orbit length distribution, we also use the following result that can be found in [13].
Theorem 1.
Let $s < r < k$ be the eigenvalues of an SRG$( v , k , λ , μ )$, then:
$ϕ ≤ max ( λ , μ ) k − r v ,$
where ϕ is the number of fixed points for a nontrivial automorphism group G.
For each orbit length distribution we construct column orbit matrices. For the construction of orbit matrices, we first need to find prototypes.

#### 3.1. Prototypes for a Row of a Column Orbit Matrix

A prototype for a row of a column orbit matrix C gives us information about the number of occurrences of each integer as an entry of a particular row of C. Behbahani and Lam [4,13] introduced the concept of a prototype for a row of a column orbit matrix C of a strongly regular graph with a presumed automorphism group of prime order. We will generalize this concept and describe a prototype for a row of a column orbit matrix C of a strongly regular graph under a presumed automorphism group of composite order. Prototypes are useful in the first step of the construction of strongly regular graphs, namely the construction of column orbit matrices.
Suppose an automorphism group G of a strongly regular graph $Γ$ with parameters $( v , k , λ , μ )$ partitions the set of vertices V into b orbits $O 1 , … , O b$, of sizes $n 1 , … , n b$. With $l i , i = 1 , … , ρ$, we denote all divisors of $| G |$ in ascending order ($l 1 = 1 , … , l ρ = | G |$).

#### 3.1.1. Prototypes for a Fixed Row

Consider the row r of a column orbit matrix C. We say that it is a fixed row of a matrix C if $n r = 1$, i.e., if it corresponds to an orbit of length one. The entries in this row are either zero or one. Let $d l i$ denote the number of orbits whose length are $l i$, $i = 1 , … , ρ$.
Let $x e$ denote the number of occurrences of an element $e ∈ { 0 , 1 }$ at the positions of the row r that correspond to the orbits of length one. It follows that:
$x 0 + x 1 = d 1 ,$
where $d 1$ is the number of orbits of length one. Since the diagonal elements of the adjacency matrix of a strongly regular graph are equal to zero, it follows that $x 0 ≥ 1 .$
Let $y e ( l i )$ denote the number of occurrences of an element $e ∈ { 0 , 1 }$ at the positions of the row r that correspond to the orbits of length $l i$ $( i = 2 , … , ρ )$. We have:
$y 0 ( l i ) + y 1 ( l i ) = d l i , i = 2 , … , ρ$
Because the row sum of an adjacency matrix of $Γ$ is equal to k, it follows that:
$x 1 + ∑ i = 2 ρ l i · y 1 ( l i ) = k .$
The vector:
$p 1 = ( x 0 , x 1 ; y 0 ( l 2 ) , y 1 ( l 2 ) ; … ; y 0 ( l ρ ) , y 1 ( l ρ ) )$
whose components are nonnegative integer solutions of the equalities (8), (9) and (10) is called a prototype for a fixed row.

#### 3.1.2. Prototypes for a Non-Fixed Row

Let us consider the row r of a column orbit matrix C, where $n r ≠ 1 .$ Let $d l i$ denote the number of orbits whose length is $l i$, $i = 1 , … , ρ .$
If a fixed vertex is adjacent to a vertex from an orbit $O i , 1 ≤ i ≤ b$, then it is adjacent to all vertices from the orbit $O i$. Therefore, the entries at the positions corresponding to fixed columns are either zero or $n r .$ Let $x e$ denote the number of occurrences of an element $e ∈ { 0 , n r }$ at those positions of the row r, which correspond to the orbits of length one. We have:
$x 0 + x n r = d 1 .$
The entries at the positions corresponding to the orbits whose lengths are greater than one are $0 , 1 , … , n r − 1$ or $n r$. The entry at the position $( r , r )$ is $0 ≤ c r r ≤ n r − 1$, since the diagonal elements of the adjacency matrix of strongly regular graphs are zero.
Let $y e ( l i )$ denote the number of occurrences of an element $e ∈ { 0 , … , n r }$ of row r at the positions that correspond to the orbits of length $l i$ $( i = 2 , … , ρ )$. From (1) and (2), we conclude that:
$c r i n i = c i r n r ,$
where $c i r ∈ { 0 , … , n i }$. If $c r i · n i n r ∉ { 0 , … , n i }$, then $y c r i ( n i ) = 0$. It follows that:
$∑ e = 0 n r y e ( l i ) = d l i , i = 2 , … , ρ .$
Since the row sum of an adjacency matrix is equal to k, we have that:
$x n r + ∑ i = 2 ρ ∑ h = 1 n r y h ( l i ) · h · n l i n r = k ,$
From (3), we conclude that:
$∑ s = 1 b c r s c r s n s = ( k − μ ) n r + μ n r 2 + ( λ − μ ) c r r n r ,$
where $c r r ∈ { 0 , … , n r − 1 }$. It follows that:
$n r 2 x n r + ∑ i = 2 ρ ∑ h = 1 n r y h ( l i ) · h 2 · n l i = ( k − μ ) n r + μ n r 2 + ( λ − μ ) c r r n r ,$
The vector:
$p n r = ( x 0 , x n r ; y 0 l 2 , … , y n r l 2 ; … ; y 0 l ρ , … , y n r l ρ ) ,$
whose components are nonnegative integer solutions of Equalities (11), (13), (14) and (15) is called a prototype for a row corresponding to the orbit of length $n r$.
Using prototypes, we construct an orbit matrix row by row.
Not every orbit matrix gives rise to a strongly regular graph, while, on the other hand, a single orbit matrix may produce several nonisomorphic strongly regular graphs. Further, nonisomorphic orbit matrices may produce isomorphic graphs. Therefore, the constructed graphs need to be checked for isomorphism.
Theorem 2.
Let $Γ = ( V , E )$ be a strongly regular graph, $G ≤ A u t ( Γ )$, and let $( b × b )$-matrix C be a column orbit matrix of the graph Γ with respect to the group G. Further, let α be an element of $S ( V )$ with the following property: if $α ( i ) = j$, then the stabilizer $G x i$ is conjugate to $G x j$, where $x i , x j ∈ V$ and $O i = x i G , O j = x j G .$ Then, there exists permutation $g * ∈ C S ( V ) ( G )$ such that $α ( i ) = j ⇔ g * ( O i ) = O j .$
Definition 3.
Let $A = ( a i j )$ be an $( b × b )$-matrix and $α ∈ S b .$ The matrix $B = A α$ is the $( b × b )$-matrix $B = ( b i j ) ,$ where $b α ( i ) α ( j ) = a i j .$ If $A α = A$, then α is called an automorphism of the matrix A.
Definition 4.
Let an $( b × b )$-matrix $A = ( a i j )$ be the orbit matrix of a strongly regular graph Γ with respect to the group $G ≤ A u t ( Γ )$. A mapping $α ∈ S b$ is called an isomorphism from A to $B = A α$ if the following condition holds: if $α ( i ) = j$, then the stabilizer $G x i$ is conjugate to $G x j$. We say that the orbit matrices A and B are isomorphic. If $A α = A$, then α is called an automorphism of the orbit matrix A. All automorphisms of an orbit matrix A form the full automorphism group of A, denoted by $A u t ( A )$.
During the construction of orbit matrices, for the elimination of isomorphic structures, we use permutations that satisfy the conditions from Theorem 2, i.e., isomorphisms from Definition 4.
The next big step of the construction of graphs, called indexing, often cannot be performed in a reasonable amount of time. To make such a construction possible, for a refinement of constructed orbit matrices, we use the composition series:
${ 1 } = H 0 ⊴ H 1 ⊴ ⋯ ⊴ H n = G ,$
of a solvable automorphism group G of a strongly regular graph. Let $Γ$ be a strongly regular graph and $H ⊴ G ≤ Aut ( Γ )$. Each G-orbit of $Γ$ decomposes to H-orbits of the same size (see [9]). Therefore, each orbit matrix for the group G decomposes to orbit matrices for the group H, and the following theorem holds [5].
Theorem 3.
Let Ω be a finite nonempty set, $H ⊲ G ≤ S ( Ω )$, $x ∈ Ω$ and $x G = ⨆ i = 1 h x i H$. Then, a group $G / H$ acts transitively on the set ${ x i H | i = 1 , 2 , … , h }$.
Therefore, after we have constructed corresponding orbit matrices for the group G, we continue until we find all refinements for the normal subgroup $H n − 1 ⊴ G$. In the next step, we obtain orbit matrices for the group $H n − 2 , H n − 3$, and so on. Our last step is the construction of the corresponding orbit matrices for the subgroup $H 0 = { 1 }$, i.e., construction of adjacency matrices of the strongly regular graphs. The concept of the G-isomorphism of two-block designs was introduced in [14]. For the elimination of mutually-isomorphic structures, we use the concept of G-isomorphism.
Definition 5.
Let $Γ 1 = ( V , E 1 )$ and $Γ 2 = ( V , E 2 )$ be strongly regular graphs, and let $G ≤ A u t ( Γ 1 ) ∩ A u t ( Γ 2 ) ≤ S ( V ) .$ An isomorphism $α : Γ 1 → Γ 2$ is called a G-isomorphism from $Γ 1$ onto $Γ 2$ if there is an automorphism $τ : G → G$ such that for each $x , y ∈ V$ and each $g ∈ G$, the following holds:
$( α x ) ( τ g ) = α y ⇔ x g = y .$
If $α$ is a $G$-isomorphism from $Γ 1$ to $Γ 2$, then the vertices $x i$ and $x j$ are in the same G-orbit if and only if the vertices $α ( x i )$ and $α ( x j )$ are in the same G-orbit.
Lemma 1.
Let $Γ 1 = ( V , E 1 )$ and $Γ 2 = ( V , E 2 )$ be strongly regular graphs, and let $G ≤ A u t ( Γ 1 ) ∩ A u t ( Γ 2 ) ≤ S = S ( V ) .$ A permutation $α ∈ S$ is a G-isomorphism from $Γ 1$ onto $Γ 2$ if and only if α is an isomorphism from $Γ 1$ to $Γ 2$ and $α ∈ N S ( G )$, where $N S ( G )$ is the normalizer of G in S.
In each step of refinement of an orbit matrix A, we eliminate isomorphic orbit matrices using the automorphisms from $A u t ( A )$, because each automorphism of an orbit matrix determines an G-isomorphism.

## 4. SRGs with up to 50 Vertices Having $S 3$ as an Automorphism Group

SRGs with parameters $( 37 , 18 , 8 , 9 )$, $( 41 , 20 , 9 , 10 )$, $( 45 , 22 , 10 , 11 )$, $( 49 , 24 , 11 , 12 )$, $( 49 , 18 , 7 , 6 )$ and $( 50 , 21 , 8 , 9 )$ are the only strongly regular graphs on up to 50 vertices that still have to be classified [2,15]. According to [2], it is known that strongly regular graphs with these parameters exist, but their final enumeration result is not known. In this section, we present the results of the constructed strongly regular graphs with parameters $( 37 , 18 , 8 , 9 )$, $( 41 , 20 , 9 , 10 )$, $( 45 , 22 , 10 , 11 )$, $( 49 , 18 , 7 , 6 )$, $( 49 , 24 , 11 , 12 )$ and $( 50 , 21 , 8 , 9 )$ having $S 3 ≅ Z 3 : Z 2 ≅ 〈 ρ ϕ | ρ 3 = 1 , ϕ 2 = 1 , ϕ ρ ϕ = ρ − 1 〉$ as an automorphism group. In each case, we construct strongly regular graphs by using the algorithm described in Section 3. The orbit lengths for an action of the group G at the set of points of a graph can get values from the set ${ 1 , 2 , 3 , 6 } .$ Using the program Mathematica [16], we get all possible orbit length distributions $( d 1 , d 2 , d 3 , d 6 )$ for the action of $S 3$ on a particular SRG that satisfy Theorem 1. For each orbit length distribution, we find the corresponding prototypes using Mathematica. Using our own programs, which are written for GAP [6], we construct all orbit matrices for a given orbit length distribution. Having in mind the action of the whole group, we refine the constructed orbit matrices. For the refinement, we use the composition series
${ 1 } ⊴ 〈 ρ 〉 ⊴ S 3$
and obtain orbit matrices for the action of the subgroup $Z 3 ⊲ S 3$. In this step, each orbit of length two and six decomposes to two orbits of length one and three, respectively. In the final step of the construction, we obtain adjacency matrices of the strongly regular graphs with particular parameters admitting a non-abelian automorphism group of order six. Finally, we check isomorphisms of strongly regular graphs and determine orders of the full automorphism groups using the Grape package for GAP [7].

#### 4.1. SRGs(37,18,8,9)

In this section, we present the results of SRGs(37,18,8,9) having $S 3$ as an automorphism group. According to [17], there are at least 6760 SRGs(37,18,8,9), and none of them have $S 3$ as an automorphism group. We show that there are no strongly regular graphs with parameters (37,18,8,9) having a non-abelian automorphism group of order six.
We get 176 possibilities for orbit length distributions, but only three give rise to orbit matrices. In Table 1, we present the number of mutually-nonisomorphic orbit matrices for each orbit length distribution, the number of orbit matrices for $Z 3$ (obtained by the refinement) and the number of constructed SRGs with parameters (37,18,8,9). These calculations prove Theorem 4.
Theorem 4.
There are no strongly regular graphs with parameters $( 37 , 18 , 8 , 9 )$ having an automorphism group isomorphic to the symmetric group $S 3$.

#### 4.2. SRGs(41,20,9,10)

In this section, we present the results of SRGs$( 41 , 20 , 9 , 10 )$ having $S 3$ as an automorphism group. We show that there are exactly 80 strongly regular graphs with parameters $( 41 , 20 , 9 , 10 )$ having a non-abelian automorphism group of order six.
We get 216 possibilities for orbit length distributions, but only one gives rise to any orbit matrices. In Table 2, we present the number of mutually-nonisomorphic orbit matrices for each orbit length distribution, the number of orbit matrices for $Z 3$ (obtained by the refinement) and the number of constructed SRGs with parameters $( 41 , 20 , 9 , 10 )$. These calculations prove Theorem 5. Information about the orders of the full automorphism groups is presented in Table 3.
Theorem 5.
Up to isomorphism, there are exactly 80 strongly regular graphs with parameters $( 41 , 20 , 9 , 10 )$ having an automorphism group isomorphic to the symmetric group $S 3$.
The adjacency matrices of the constructed SRGs can be found at [18].

#### 4.3. SRGs(45,22,10,11)

In this section, we present the results of SRGs$( 45 , 22 , 10 , 11 )$ having $S 3$ as an automorphism group. We show that there are exactly 288 strongly regular graphs with parameters $( 45 , 22 , 10 , 11 )$ having a non-abelian automorphism group of order six.
We get 309 possibilities for orbit length distributions, but only one gives rise to any orbit matrices. In Table 4, we present the number of mutually-nonisomorphic orbit matrices for each orbit length distribution, the number of orbit matrices for $Z 3$ (obtained by the refinement) and the number of constructed SRGs with parameters $( 45 , 22 , 10 , 11 )$. These calculations prove Theorem 6. Information about orders of the full automorphism groups is presented in Table 5.
Theorem 6.
Up to isomorphism, there are exactly 288 strongly regular graphs with parameters $( 45 , 22 , 10 , 11 )$ having an automorphism group isomorphic to the symmetric group $S 3$.
The adjacency matrices of the constructed SRGs can be found at [19].

#### 4.4. SRGs(49,18,7,6)

In the paper [5], we proved the following theorem.
Theorem 7.
Up to isomorphism, there are exactly 36 strongly regular graphs with parameters $( 49 , 18 , 7 , 6 )$ having an automorphism group isomorphic to the symmetric group $S 3$.
Two of these graphs have not been constructed in [4,20]. The adjacency matrices of the constructed SRGs can be found at [21].

#### 4.5. SRGs(49,24,11,12)

In this section, we present the results of SRGs$( 49 , 24 , 11 , 12 )$ having $S 3$ as an automorphism group. We show that there are exactly 72 strongly regular graphs with parameters $( 49 , 24 , 11 , 12 )$ having a non-abelian automorphism group of order six.
We get 435 possibilities for orbit length distributions, but only a few give rise to orbit matrices. In Table 6, we present the number of mutually-nonisomorphic orbit matrices for each orbit length distribution, the number of orbit matrices for $Z 3$ (obtained by the refinement) and the number of constructed SRGs with parameters $( 49 , 24 , 11 , 12 )$. Thus, we prove Theorem 8. Information about orders of the full automorphism groups is presented in Table 7.
Theorem 8.
Up to isomorphism, there are exactly 72 strongly regular graphs with parameters $( 49 , 24 , 11 , 12 )$ having an automorphism group isomorphic to the symmetric group $S 3$.
The adjacency matrices of the constructed SRGs can be found at [22].

#### 4.6. SRGs(50,21,8,9)

In this section, we present the results of SRGs$( 50 , 21 , 8 , 9 )$ having $S 3$ as an automorphism group. According to [17], there are 18 graphs obtained from the 18 Steiner (2,4,25) systems, and three of them have $S 3$ as an automorphism group. We show that there are exactly 45 strongly regular graphs with parameters $( 50 , 21 , 8 , 9 )$ having a non-abelian automorphism group of order six. Hence, to our best knowledge, 42 of the constructed strongly regular graphs are new.
We get 340 possibilities for orbit length distributions, but only a few give rise to orbit matrices. In Table 8, we present the number of mutually-nonisomorphic orbit matrices for each orbit length distribution, the number of orbit matrices for $Z 3$ (obtained by the refinement) and the number of constructed SRGs with parameters $( 50 , 21 , 8 , 9 )$. Thus, we prove Theorem 9. Information about the orders of the full automorphism groups is presented in Table 9.
Theorem 9.
Up to isomorphism, there are exactly 45 strongly regular graphs with parameters $( 50 , 21 , 8 , 9 )$ having an automorphism group isomorphic to the symmetric group $S 3$.
The adjacency matrices of the constructed SRGs can be found at [23].
In Table 10, we summarize the obtained results, i.e., give a list of all the obtained strongly regular graphs and orders of their full automorphism groups.

## Funding

This research was funded by [Croatian Science Foundation] Grant number [1637].

## Acknowledgments

Special thanks to Dean Crnković.

## Conflicts of Interest

The founding sponsors had no role in the design of the study; in the collection, analyses or interpretation of data; in the writing of the manuscript; nor in the decision to publish the results.

## Abbreviations

The following abbreviations are used in this manuscript:
 SRG Strongly regular graph

## References

1. Beth, T.; Jungnickel, D.; Lenz, H. Design Theory Volume I, 2nd ed.; Cambridge University Press: Cambridge, UK, 1999. [Google Scholar]
2. Brouwer, A.E. Strongly Regular Graphs. In Handbook of Combinatorial Designs, 2nd ed.; Colbourn, C.J., Dinitz, J.H., Eds.; Chapman & Hall/CRC: Boca Raton, FL, USA, 2007; pp. 852–868. [Google Scholar]
3. Tonchev, V.D. Combinatorial Configurations: Designs, Codes, Graphs; Longman Scientific & Technical: New York, NY, USA, 1988. [Google Scholar]
4. Behbahani, M.; Lam, C. Strongly regular graphs with non-trivial automorphisms. Discret. Math. 2011, 311, 132–144. [Google Scholar] [CrossRef]
5. Crnković, D.; Maksimović, M. Construction of strongly regular graphs having an automorphism group of composite order. under review.
6. GAP Groups. Algorithms, Programming—A System for Computational Discrete Algebra, Version 4.7.2. 2013. Available online: http://www.gap-system.org (accessed on 20 January 2017).
7. Soicher, L.H. The GRAPE Package for GAP, Version 4.6.1. 2012. Available online: http://www.maths.qmul.ac.uk/~leonard/grape/ (accessed on 4 April 2018).
8. Janko, Z. Coset enumeration in groups and constructions of symmetric designs. Ann. Discret. Math. 1992, 52, 275–277. [Google Scholar]
9. Crnković, D.; Rukavina, S. Construction of block designs admitting an abelian automorphism groups. Metrika 2005, 62, 175–183. [Google Scholar] [CrossRef]
10. Crnković, D.; Rukavina, S.; Schmidt, M. A Classification of all Symmetric Block Designs of Order Nine with an Automorphism of Order Six. J. Combin. Des. 2006, 14, 301–312. [Google Scholar] [CrossRef]
11. Crnković, D.; Pavčević, M.O. Some new symmetric designs with parameters (64,28,12). Discret. Math. 2001, 237, 109–118. [Google Scholar] [CrossRef]
12. Crnković, D.; Maksimović, M.; Rodrigues, B.G.; Rukavina, S. Self-orthogonal codes from the strongly regular graphs on up to 40 vertices. Adv. Math. Commun. 2016, 10, 555–582. [Google Scholar] [CrossRef][Green Version]
13. Behbahani, M. On Strongly Regular Graphs. Ph.D. Thesis, Concordia University, Montreal, QC, Canada, May 2009. [Google Scholar]
14. Ćepulić, V. On Symmetric Block Designs (40,13,4) with Automorphisms of Order 5. Discret. Math. 1994, 128, 45–60. [Google Scholar] [CrossRef]
15. Brouwer, A.E. Parameters of Strongly Regular Graphs. Available online: http://www.win.tue.nl/~aeb/graphs/srg/srgtab1-50.html (accessed on 1 April 2018).
16. Wolfram Mathematica, Version 7.0.0. 2008. Available online: http://www.wolfram.com/mathematica/ (accessed on 4 April 2018).
17. Spence, E. Strongly Regular Graphs on at Most 64 Vertices. Available online: http://www.maths.gla.ac.uk/~es/srgraphs.php (accessed on 10 April 2018).
18. Maksimović, M. SRGs(41,20,9,10) having S3 as an automorphism group. Available online: http://www.math.uniri.hr/~mmaksimovic/srg41.txt (accessed on 10 June 2018).
19. Maksimović, M. SRGs(45,22,10,11) having S3 as an automorphism group. Available online: http://www.math.uniri.hr/~mmaksimovic/srg45.txt (accessed on 10 June 2018).
20. Behbahani, M.; Lam, C.; Östergård, P.R.J. On triple systems and strongly regular graphs. J. Combin. Theory Ser. A 2012, 119, 1414–1426. [Google Scholar] [CrossRef]
21. Maksimović, M. SRGs(49,18,7,6) having S3 as an automorphism group. Available online: http://www.math.uniri.hr/~mmaksimovic/srg49s3.txt (accessed on 10 June 2018).
22. Maksimović, M. SRGs(49,24,11,12) having S3 as an automorphism group. Available online: http://www.math.uniri.hr/~mmaksimovic/srgs49.txt (accessed on 10 June 2018).
23. Maksimović, M. SRGs(50,21,8,9) having S3 as an automorphism group. Available online: http://www.math.uniri.hr/~mmaksimovic/srg50.txt (accessed on 10 June 2018).
Table 1. Number of orbit matrices and SRGs(37,18,8,9) for the automorphism group $S 3$.
Table 1. Number of orbit matrices and SRGs(37,18,8,9) for the automorphism group $S 3$.
Distribution#OM-$S 3$#OM-$Z 3$#SRGs
(1,0,0,6)360
(1,0,4,4)330
(1,0,8,2)330
Table 2. Number of orbit matrices and SRGs(41,20,9,10) for the automorphism group $S 3$.
Table 2. Number of orbit matrices and SRGs(41,20,9,10) for the automorphism group $S 3$.
Distribution#OM-$S 3$#OM-$Z 3$#SRGs
(1,2,4,4)101080
Table 3. SRGs with parameters (41,20,9,10) having $S 3$ as an automorphism group.
Table 3. SRGs with parameters (41,20,9,10) having $S 3$ as an automorphism group.
|Aut($Γ$)|#SRGs
680
Table 4. Number of orbit matrices and SRGs(45,22,10,11) for the automorphism group $S 3$.
Table 4. Number of orbit matrices and SRGs(45,22,10,11) for the automorphism group $S 3$.
Distribution#OM-$S 3$#OM-$Z 3$#SRGs
(1,4,4,4)77288
Table 5. SRGs with parameters (45,22,10,11) having $S 3$ as an automorphism group
Table 5. SRGs with parameters (45,22,10,11) having $S 3$ as an automorphism group
|Aut($Γ$)|#SRGs
6288
Table 6. Number of orbit matrices and SRGs$( 49 , 24 , 11 , 12 )$ for the automorphism group $S 3$.
Table 6. Number of orbit matrices and SRGs$( 49 , 24 , 11 , 12 )$ for the automorphism group $S 3$.
Distribution#OM-$S 3$#OM-$Z 3$#SRGsDistribution#OM-$S 3$#OM-$Z 3$#SRGs
(0,2,3,6)8166(1,3,0,7)660
(0,2,5,5)400(1,3,2,6)1020
(0,2,7,4)800(1,3,6,4)220
(1,0,0,8)2152(1,6,0,6)100
(1,0,2,7)20320(3,2,0,7)4100
(1,0,8,4)262412(3,2,6,4)6160
(1,0,10,3)200(4,0,9,3)600
(1,0,12,2)1600(5,1,0,7)240
(1,0,14,1)1200(5,1,6,4)2212
(7,0,0,7)2240
Table 7. SRGs with parameters $( 49 , 24 , 11 , 12 )$ having $S 3$ as an automorphism group.
Table 7. SRGs with parameters $( 49 , 24 , 11 , 12 )$ having $S 3$ as an automorphism group.
|Aut($Γ$)|#SRGs
642
1822
244
1264
Table 8. Number of orbit matrices and SRGs$( 50 , 21 , 8 , 9 )$ for the automorphism group $S 3$.
Table 8. Number of orbit matrices and SRGs$( 50 , 21 , 8 , 9 )$ for the automorphism group $S 3$.
Distribution#OM-$S 3$#OM-$Z 3$#SRGsDistribution#OM-$S 3$#OM-$Z 3$#SRGs
(0,1,2,7)1032(2,0,2,7)10160
(0,1,4,6)1046(2,0,8,4)222412
(0,1,6,5)12216(2,0,10,3)200
(0,1,8,4)881(2,0,12,2)2700
(0,4,2,6)220(2,0,14,1)1400
(0,4,4,5)4316(2,3,0,7)230
(0,4,6,4)340(2,3,2,6)610
(0,4,8,2)460(2,3,6,4)240
(1,2,3,6)10205(4,2,6,4)6120
(1,2,5,5)200(5,0,9,3)200
(1,2,7,4)400(6,1,6,4)114
Table 9. SRGs with parameters $( 50 , 21 , 8 , 9 )$ having $S 3$ as an automorphism group.
Table 9. SRGs with parameters $( 50 , 21 , 8 , 9 )$ having $S 3$ as an automorphism group.
|Aut($Γ$)|#SRGs
635
186
721
1501
3361
5041
Table 10. SRGs on up to 50 vertices having $S 3$ as an automorphism group.
Table 10. SRGs on up to 50 vertices having $S 3$ as an automorphism group.
$( v , k , λ , μ )$|Aut($Γ$)|#SRGs
$( 41 , 20 , 9 , 10 )$680
$( 45 , 22 , 10 , 11 )$6288
$( 49 , 18 , 7 , 6 )$618
$( 49 , 18 , 7 , 6 )$122
$( 49 , 18 , 7 , 6 )$182
$( 49 , 18 , 7 , 6 )$244
$( 49 , 18 , 7 , 6 )$481
$( 49 , 18 , 7 , 6 )$724
$( 49 , 18 , 7 , 6 )$1261
$( 49 , 18 , 7 , 6 )$1442
$( 49 , 18 , 7 , 6 )$10081
$( 49 , 18 , 7 , 6 )$17641
$( 49 , 24 , 11 , 12 )$642
$( 49 , 24 , 11 , 12 )$1822
$( 49 , 24 , 11 , 12 )$244
$( 49 , 24 , 11 , 12 )$1264
$( 50 , 21 , 8 , 9 )$635
$( 50 , 21 , 8 , 9 )$186
$( 50 , 21 , 8 , 9 )$721
$( 50 , 21 , 8 , 9 )$1501
$( 50 , 21 , 8 , 9 )$3361
$( 50 , 21 , 8 , 9 )$5041