1. Introduction and Preliminaries
All graphs considered in this study are finite, simple, loopless, and unweighted. For a vertex
x in a connected graph
G, the status or transmission [
1,
2,
3,
4,
5,
6,
7,
8,
9,
10,
11,
12,
13,
14,
15,
16,
17,
18,
19,
20,
21,
22,
23,
24,
25,
26,
27,
28,
29,
30,
31,
32] of
x, denoted
, is defined by
, where
is the distance between the vertices
x and
y in
G. The concept of status was introduced by Harary in 1959 [
13]. Slater [
29] mentioned that the status of a vertex calculates the total transportation cost from this vertex to all other vertices in the graph. Vukičević and Caporossi [
32] thought the status can be interpreted as a vertex’s contribution to a network’s communication cost. Let
G be of order
n and
denote the average distance from a vertex
v in
G to all other vertices in
G. That is,
. For complex network analysis, one major concern is centrality, which measures how central a vertex is in a network. Golbeck [
33] mentioned that
is used to measure the closeness centrality for vertices in a network. And Krnc and Škrekovski [
15] studied the centralization of transmission in networks.
The minimum status or minimum transmission of G, denoted , is defined by . The following theorem is about the upper bound on the minimum status of a connected graph with a fixed order and the graphs that attain the upper bound, which will be used in the main theorem later.
Theorem 1 (Proposition 2.1 in [
34])
. Let G be a connected graph of order . Then,The upper bound is attained if and only if G is either a path or a cycle. Bounds on minimum status with several invariants of graphs are widely studied. Aouchiche and Hansen [
34] gave a sharp lower bound on the minimum status of a graph with a fixed diameter and order. Lin et al. [
18] obtained sharp lower and upper bounds on the minimum status of a graph with a fixed maximum degree and order. They characterized the extremal graphs for the lower bound and gave a necessary condition for graphs attaining the upper bound. Using another method, Rissner and Burkard [
24] proved the same result for minimum status as in [
18]. For graphs with a fixed matching number (or domination number) and order, Liang et al. [
16] proposed a sharp upper bound on the minimum status and characterized the unique trees achieving the bound; they also determined the unique tree, so that its minimum status is as small as possible. Peng and Zhou [
21] established sharp lower and upper bounds for the minimum status of trees with the following parameters: the diameter, the number of pendant vertices, the number of odd vertices, and the number of vertices of degree two, and characterized the extremal cases. Cheng et al. [
7] determined the largest values for the minimum status of the series-reduced trees with the following fixed parameters: maximum degree, number of pendant vertices, diameter, matching number, and domination number, and characterized the unique extremal trees. For the aforementioned average distance
, the proximity of
G is defined as
, and the remoteness of
G is defined as
. It is seen that the proximity of
G is equal to
. Similarly, the topic of bounds on proximity and remoteness with several invariants of graphs also attracts attention [
1,
8,
9,
25,
34].
Lin et al. [
18] provided a sharp lower bound and a sharp upper bound on the minimum status of connected graphs with a fixed maximum degree and order. Moreover, all graphs that attain the lower bound are obtained, and a necessary condition is determined for those that attain the upper bound. The following two types of graphs are needed to describe the result.
A rooted tree is a tree with a specific vertex designated as the root. Let
T be a nontrivial rooted tree with root
z. The height
of the tree
T is defined by
, and the degree of a vertex
x in
T is denoted by
. For
and
, if
whenever
x is a vertex with
, and
whenever
x is a vertex with
, then
T is called a balanced k-tree [
18]. A balanced
k-tree of order
n is denoted by
. We note that
may not be unique, but
is a fixed number for the given
k and
n. This value
is denoted by
. Next is another type of graph. For the integers
with
, let
denote a graph with the vertex set
and the edge set
.
Figure 1 exhibits
[
18]. The graph
is a tree and
. Obviously,
is a path and
is a star. We call
the k-grass of order n, or simply a grass, and use
to denote the value
.
The following theorem is provided by Lin et al. [
18], which will be used in the main theorem.
Theorem 2 (Theorem 2.10 in [
18])
. Suppose that G is a connected graph of order n with , where . Then, we have . Furthermore, the lower bound is attained if and only if G contains some balanced k-tree as a spanning subgraph; if the upper bound is attained, then G contains the k-grass as a spanning subgraph. For
, Theorem 2.11 in [
18] also proposes necessary and sufficient conditions for those graphs that attain the upper bound on the minimum status without proof. In recent decades, there have been various studies on the status, minimum status, or distance-related topics of graphs. The following research papers all cite [
18]: [
2,
5,
6,
7,
8,
11,
12,
16,
19,
20,
21,
24,
31]. However, this theorem is still without proof. Hence, our study aims to provide proof to complete this theorem.
To state the main theorem, we first illustrate two types of graphs which are defined in [
18]. For integers
k and
n with
, let
denote the graph obtained from the grass
by adding all the edges
, where
. For an even integer
, let
denote the graph obtained from the grass
by adding the edge
and all the edges
, where
.
Figure 2 exhibits
and
.
Let and H be graphs. The graph G is said to be between F and H if F is a spanning subgraph of G and G is a spanning subgraph of H.
The main result of this study is as follows:
Theorem 3 (Theorem 2.11 in [
18])
. Let G be a connected graph of order n with , where . Then if and only if one of the following holds.- (1)
G is a path or a cycle, where .
- (2)
G is between and , where .
- (3)
G is either between and or between and , where for even .
The detailed proof will be presented in the following section.
2. Proof of the Main Result
This section begins with several propositions, which will be used to prove lemmas. The main theorem follows directly from the lemmas.
The median of a graph G is the set: . The following proposition is used to determine the median of a tree.
Proposition 1 ([
14,
18])
. Let T be a tree and x be a vertex of T. Then, x is in the median of T if and only if holds for every component of . For a grass , when we consider the case , from Proposition 1 it is evident that the median of is the set if n is odd and the set if n is even.
Proposition 2. Let H be a connected graph and G be a connected spanning subgraph of H. Let u be a vertex in the median of G. If there exists a vertex x in G with and , then .
Proof. By assumption, and for all . Then . That is, . □
Proposition 3. Let , and H be connected graphs. If G is between F and H and , then .
Proof. As , we have for all . Then, . As , we have . □
The following propositions are trivial. We omit the proofs.
Proposition 4. Let G be a connected graph. If , , and , then .
Proposition 5. Let C be the only cycle in a connected graph G. Then for any two vertices .
Next are the lemmas for the main theorem.
Lemma 1. Let G be a connected graph of order . Then if and only if G is a path or a cycle.
Proof. According to Theorem 1, it suffices to show that
Here,
, and the grass
is in fact a path
. By Proposition 1,
□
Lemma 2. Let G be a connected graph of order n with , where . Then if and only if one of the following holds.
- (1)
G is between and , where .
- (2)
G is either between and or between and , where for even .
Proof. We first prove the sufficiency.
- (1)
Let G be between and , where . We note that any graph between and has the maximum degree k and the order n. From Proposition 3, it suffices to show that . It is evident that for . By Proposition 4, for . As , where , we have . That is, .
- (2)
We note that any graph between
and
, or between
and
, has the maximum degree
and the order
n, where
n is even and
. First, let
G be between
and
, the proof is the same as in (1) except that we have
in this case. Next, let
G be between
and
. By Proposition 3, it suffices to show that
. By applying Proposition 4, we can see that
Thus,
. Since
and clearly
, we have
.
Next, we prove the necessity. Assume that , where and . By Theorem 2, G contains as a spanning subgraph. Distinguish between the following two cases. Case 1: , and Case 2: .
- Case 1:
. We claim that , and this implies that G is between and . Suppose, to the contrary, that there exists an edge , where . As , we note that there is at most one of the two numbers i and j that is in . Let and C be a cycle in . It is clear that and then , and C is the only cycle in . Distinguish two subcases. Case 1.1: n is even, and Case 1.2: n is odd.
- Case 1.1:
n is even. In this case, the median of is , where . As is a spanning subgraph of , if or , then by Proposition 2, we see that . Then, . Which contradicts the assumption that . Therefore, we have . Without loss of generality, we distinguish two cases: (i) or , and (ii) and .
- (i)
or . First, we consider the case . As and for , we have . This implies that . Then, , which is a contradiction. Next is the case . Similarly, and for , we have . And then, , which is a contradiction.
- (ii)
and . First, we see that for . Next, by Proposition 5, , as , where C is the aforementioned only cycle of . And for . Note that if .
Then
Thus,
, which is a contradiction.
- Case 1.2:
n is odd. In this case, the median of is , where . As is a spanning subgraph of , by Proposition 2, if or , then , which is a contradiction. Thus, we have . Recall that , hence there is at most one of the two numbers i and j that is in . Without loss of generality, we distinguish three cases: (i) or , (ii) , and (iii) and .
- (i)
or . The arguments are similar to those presented in Case 1.1(i).
- (ii)
. In this case, for . By Proposition 5, , as . And for .
Then
Thus,
, which is a contradiction.
- (iii)
and . For and n is odd, we have . Then, . Now, consider the three cases: (a) , , (b) , , and (c) .
- (a)
, . In this case, the vertex is adjacent to , and is the vertex of degree k in . We see that
, and
As , we have , by Proposition 4, . Then , that is, , which is a contradiction.
- (b)
, . In this case, for . Recall that C is the only cycle in . By Proposition 5,
, as . And for .
Then
Thus,
, which is a contradiction.
- (c)
. In this case, for . By Proposition 5, , as . And for .
Then
Thus,
, which is a contradiction.
From the above contradictions, we see that . That is, G is between and .
- Case 2:
. In this case, the median of is . Distinguish between the following two subcases. Case 2.1: for some , and Case 2.2: for all .
- Case 2.1:
for some . In this case we show that G is between and . Without loss of generality, it is assumed that . We claim that , and this implies that G is between and . On the contrary, suppose that there exists an edge , where . Let and . By Proposition 4, it is evident that . And since , we have . As is a spanning subgraph of , and the median of is , by Proposition 2, if i or j is in , then , which is a contradiction. Therefore, we have . Distinguish the following two cases. (i) , and (ii) .
- (i)
. As , and for all , we have . Thus, , which is a contradiction.
- (ii)
. In this case, , and for all , we have . Thus, , which is a contradiction.
Thus, and G is between and .
- Case 2.2:
for all . In this case we show that G is between and . It suffices to show that holds. On the contrary, suppose that there exists an edge . Let . The median of is , we have . As if this is not true, by Proposition 2, we have , which is a contradiction. Distinguish the following two cases. (i) , and (ii) .
- (i)
. As , and for all , we have . Thus, , which is a contradiction.
- (ii)
. In this case, , and for all , we have . Thus, , which is a contradiction.
Thus, and G is between and .
We see that the necessity holds. □
Theorem 3, the main result of this study, follows from Lemmas 1 and 2.
The graph
H in
Figure 3 has order 10 and
. It is easily seen that
. Since it is neither between
and
nor between
and
, by applying Theorem 3, we have
. By Proposition 4, we can see that
.
We conclude this study with the following future work: For connected graphs of order n with maximum degree k where , find the necessary and sufficient conditions for attaining the upper bound on minimum status.