1. Introduction
The spectral radius of the graph powerfully characterizes dynamic processes on networks, such as virus spread and synchronization. In [1], the authors pointed out that the maximum eigenvalue of a graph (i.e., the spectral radius) plays an important role in the network virus transmission mode. They found that the small spectral radius and the large robustness suppress the spread of network viruses. At present, a group of excellent experts have used parameters such as maximum degree and girth to give the bounds of the spectral radii of many graphs, see [2] - [11]. In this paper, we will use special methods to give research on the precise spectral radii of some graphs.
Let
be a simple connected undirected graph.
denotes the adjacency matrix of G. Its characteristic polynomial is denoted by
.
is a real symmetric matrix, as its characteristic roots are all real, and can be sorted as follows:
. Multi-sets of n characteristic roots are called the spectrum of graph G.
is usually called the spectral radius of graph G.
A partition
of
is equitable if, for all i and j, the number of neighbours which a vertex in
has in the cell
is independent of the choice of vertex in
.
Given an equitable partition
of a graph G, we now define the quotient
of G with respect to
. Let
denote the number of edges which join a fixed vertex in
to vertices in
. Then
is the directed graph with the cells of
as its vertices, and with
arcs going from
to
. Then say
a quotient graph of graph G corresponding to partition
.
An outline of the rest of the paper is as follows. In Section 2, we will present important results about quotient graph. In Section 3, we will give the main results.
2. Some Preliminaries
Godsil [12] presented important results about quotient graph as follows.
Lemma 1. ( [12] ) Let
be an equitable partition of the connected graph G. Then
and
have the same spectral radius.
Lemma 2. ( [13] ) Suppose G is a connected graph, H is a proper subgraph of G, then
.
3. Main Results
Theorem 1. Let G be a graph obtained by identifying a vertex of
to every vertex of
. Then
(1)
Proof. Checking the structure of graph G, we can obtain an equivalence partition
, where C1 = {all the vertices on the cycle C1},
, then
(2)
Thus,
. By Lemma 1, we know
. □
By Theorem 1, we know that the spectral radius of the bonding graph G is independent of the coil length, only depends on the number of vertices of the complete graph that is bonded.
By Theorem 1, we directly obtain the following result.
Corollary 1. Let G be a graph obtained by attaching a single vertex to every vertex of
. Then
.
A sun-like graph, denoted by
, obtained by attaching a vertex of degree one in
to a vertex of cycle
. The resulting graph see Figure 1.
From the above definition, it can be seen that
is a unicyclic graph. We have the following theorem for the spectral radius of a unicyclic graph.
Theorem 2. ( [3] ) Let G be a unicyclic graph with maximum degree
. Then
Figure 1.
.
(3)
where the equality holds if and only if
.
Graph
is a sun-like graph. And
is a vertex-induced subgraph of a sunlike graph. By Lemma 2, Corollary 1 and Theorem 2, we get that
Corollary 2.
, where the equality holds if and only if
.
Corollary 3. Let G be a graph obtained by identifying a vertex of
to every vertex of
. Then
.
Theorem 3. Let G be a graph constituted by splicing m complete graphs of order k on vertex v. Then
(4)
Proof. Checking the structure of graph G, we get an equivalence partition
, where
. So, we have
(5)
Hence,
. By Lemma 1, we know that
. □
If G is a graph constituted by splicing two complete graphs of order k on vertex v, see Figure 2.
Corollary 4.
(6)
Assume that G is a prism graph. Then
. The following we investigate the spectral radius of a graph obtained by removing the lateral edge of a prism with a plane.
Theorem 4. Let G be a polygon with the same number of upper and lower
undersides after cutting off the side edges of the prism with a plane. Then the spectral radius of the resulting graph is
(7)
Proof. Checking the structure of G, we get an equivalence partition
, where
C1 = {the vertices of a polygon on the upper and lower sides of a prism},
C2 = {the vertices of a polygon with a prism section},
we get
(8)
that is
(9)
□
By Theorem 4, if C1 = {the vertices of a polygon on the upper and lower sides of a prism} and C2 = {the vertex of a polygon of two cross-section planes in a prism}, then we can obtain the following result.
Corollary 5. Let G be a polygon with the same number of upper and lower undersides after cutting off the side edges of the prism with two planes. Then the spectral radius of the resulting graph is
(10)
Theorem 5. Let G be a pyramid, and let the base polygon has n vertices. Then
(11)
Proof. According to the structure of graph G, we get an equivalence partition
, where C1 = {the cone point of a pyramid}, C2 = {the vertex of a polygon on the base of a pyramid}. We can construct quotient graph
of G, and
(12)
hence,
. By Lemma 1.1, we know
. □
If the above pyramid is expanded into a plane, also known as wheel graph. The undersides (with n vertices) of two identical pyramids are glued together to form a spindle graph, the spectral radius of this graph satisfies the following corollary.
Corollary 6.
(13)
The cone points (with n vertices on the base) of two identical pyramids are glued together to form a dumbbell graph, the spectral radius of this graph satisfies the following corollary.
Corollary 7.
(14)
The cone points (with n vertices on the base) of two identical pyramids are glued with one edge to form a barbell graph, the spectral radius of this graph satisfies the following corollary.
Corollary 8.
(15)
Theorem 6. Let G be a graph that obtained by gluing a complete graph
on each vertex of complete graph
, Then
(16)
Proof. According to the structure of graph G, we get an equivalence partition
, where
,
. So that we have
(17)
evidenced by the same token. □
Theorem 7. Let G be a graph obtained by corresponding adhesion between m-order subgraphs (
) of two k-order complete graphs. Then
(18)
Proof. According to the structure of graph G, we obtain an equivalence partition
, where C1 = {m vertices bonded to each other},
. So that we have
(19)
thus,
. □
Theorem 8. Let G be a graph that obtained by adding m edges with one-to-one correlation between m pairs of vertices of two k-order complete graphs, then
(20)
Proof. According to the structure of graph G, we obtain an equivalence partition
, where C1 = {2m vertices associated with m edges added},
. We can construct quotient graph
of G, we have
(21)
Thus,
, evidenced by the same token. □
Corollary 9. Let G be a graph that obtained by adding one edge between two k-order complete graph. Then
(22)
4. Conclusion
Lemma 2 shows that, the above results give an upper bound of the spectral radius of the corresponding subgraph. The key to characterizing the spectral radius of a graph by using the property of quotient graph is to construct equivalence partition. The adjacency matrix of the quotient graph is always smaller than the adjacency matrix of the supergraph, so it is a beautiful way to use the property of quotient graph to depict the spectral radius of graph.
Acknowledgements
This work is supported by the National Natural Science Foundation of China (No. 11661066), the Basic Research and Applied Research of Qinghai Province (2017-ZJ-701).