On well-covered Cartesian products
Bert L. Hartnell, Douglas F. Rall, Kirsti Wash

TL;DR
This paper investigates the conditions under which Cartesian products of graphs are well-covered, providing classifications for certain classes of graphs based on girth and connectivity.
Contribution
It classifies all well-covered Cartesian products of nontrivial, connected graphs with girth at least 4 or 5, identifying specific graph pairs that satisfy these conditions.
Findings
If the Cartesian product of two nontrivial, connected graphs of girth ≥ 4 is well-covered, then one graph is K2.
K2 × K2 and C5 × K2 are the only well-covered Cartesian products with girth ≥ 5.
The paper extends understanding of well-covered graphs in Cartesian products.
Abstract
In 1970, Plummer defined a well-covered graph to be a graph in which all maximal independent sets are in fact maximum. Later Hartnell and Rall showed that if the Cartesian product is well-covered, then at least one of or is well-covered. In this paper, we consider the problem of classifying all well-covered Cartesian products. In particular, we show that if the Cartesian product of two nontrivial, connected graphs of girth at least is well-covered, then at least one of the graphs is . Moreover, we show that and are the only well-covered Cartesian products of nontrivial, connected graphs of girth at least .
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Taxonomy
TopicsAdvanced Graph Theory Research · Limits and Structures in Graph Theory · graph theory and CDMA systems
On well-covered Cartesian products
aBert L. Hartnell
bDouglas F. Rall
cKirsti Wash
Abstract
In 1970, Plummer defined a well-covered graph to be a graph in which all maximal independent sets are in fact maximum. Later Hartnell and Rall showed that if the Cartesian product is well-covered, then at least one of or is well-covered. In this paper, we consider the problem of classifying all well-covered Cartesian products. In particular, we show that if the Cartesian product of two nontrivial, connected graphs of girth at least is well-covered, then at least one of the graphs is . Moreover, we show that and are the only well-covered Cartesian products of nontrivial, connected graphs of girth at least .
a Department of Mathematics and Computing Science, Halifax, Nova Scotia
c Department of Mathematics, Trinity College, Hartford, CT
b Department of Mathematics, Furman University, Greenville, SC
Keywords: well-covered graph, Cartesian product, -well-covered, isolatable vertex
AMS subject classification (2010): 05C69, 05C65
1 Introduction
A graph is called well-covered if all maximal independent sets of have the same cardinality. This class of graphs was introduced by Plummer [10] in 1970. To date the study of the class of well-covered graphs seems to be primarily concentrated on finding good characterizations of various subclasses. Examples of subclasses of well-covered graphs that have been characterized include those of girth 8 or more [2], those of girth at least [4], those with neither -cycles nor -cycles [5], and subcubic [1]. See the survey articles by Plummer [11] and Hartnell [7].
Topp and Volkmann [12] initiated the study of well-covered graphs in the realm of several of the standard graph products. They proved that a lexicographic product is well-covered if and only if both of and are well-covered. Although they did not characterize the direct products that are well-covered, they did prove that if and have no isolated vertices and the direct product is well-covered, then both of and are well-covered and . (Here is the vertex independence number.) Cartesian products turn out to be more difficult to deal with as far as well-covered is concerned. Topp and Volkmann showed that the Cartesian product of any two complete graphs is well-covered and the Cartesian product of two cycles is well-covered if and only if at least one of the cycles is . Left unanswered in [12] was the question of whether a Cartesian product being well-covered implies that at least one of or is well-covered.
Fradkin [6] pursued this question and showed that the Cartesian product of any two triangle-free graphs, neither of which is well-covered, is also not well-covered. Hartnell and Rall [8] settled the problem of Topp and Volkmann.
Theorem 1.1** ([8]).**
If and are graphs such that is well-covered, then at least one of or is well-covered.
This suggests an interesting problem.
Problem 1**.**
For a given graph , characterize those graphs such that is well-covered.
In Section 2 we give two constructions that suggest the general solution to this problem will likely be difficult. In Section 3 we provide a partial solution to Problem 1 by first considering the Cartesian product of two nontrivial, connected graphs of girth at least and show that if this Cartesian product is well-covered, then one of the two factors is . Moreover, we show that for any two, nontrivial, connected graphs and , both with girth at least , the Cartesian product is well-covered if and only if .
2 Notation and Preliminary Results
A subset of the vertex set of a graph is independent if the vertices in are pairwise nonadjacent. If an independent set of is maximal (with respect to being) independent, then every vertex in has at least one neighbor in . Thus, a maximal independent set in is also dominating. That is, . The smallest cardinality, , of a maximal independent set in is the independent domination number of . The vertex independence number of is the largest cardinality of the maximal independent sets of and is denoted . A graph is well-covered if all the maximal independent sets of have the same cardinality. Thus, is well-covered if and only if . If is any independent set in a graph , then can be extended to a maximal independent set of by repeatedly adding new vertices that are not dominated by the current set. Thus, in a well-covered graph any independent set (in particular, any vertex) is contained in an independent set of cardinality .
If and are two finite, simple graphs, then their Cartesian product, denoted , is the graph with vertex set . Two vertices and are adjacent in if one of the following holds:
- •
and ,
- •
and .
The graphs and are called the factors of . For a given , the subgraph of induced by the set of vertices is called an -layer and is denoted by . In a similar way, for a fixed the subgraph induced by is called a -layer. By definition, every -layer is isomorphic to , and every -layer is isomorphic to . A significant portion of this paper is dedicated to the study of Cartesian products where one of the factors is . We assume that . (For a positive integer we use to denote the set of positive integers no larger than .) The Cartesian product is called the prism of and is called the base of the prism. In the prism of a graph we will simplify the notation and write in place of for and . Also for , if we write to denote the set of vertices .
A vertex of degree 1 in a graph is called a leaf and its unique neighbor is called a support vertex. An edge incident with a leaf is a pendant edge. A support vertex that has more than one leaf as a neighbor is called a strong support vertex. If a graph has a strong support vertex , then is not well-covered. This is easily seen by letting be a maximal independent set of . The set is a maximal independent set of , and yet if denotes the set of leaves adjacent to , then is a larger independent set. The girth of a graph , denoted by , is the length of its shortest cycle unless is a forest, in which case we define the girth to be . For , the length of the shortest path in joining to is denoted , or simply if the graph is clear from the context.
If is any independent set in a well-covered graph and and are maximal independent sets in the induced subgraph , then both and are maximal independent in . It follows immediately that , and thus is well-covered. This important and useful property of a well-covered graph was proved by Finbow et al. [4]. We state its contrapositive form since we will often use it to show that a graph is not well-covered.
Lemma 2.1** ([4]).**
If is a graph and is an independent set of such that is not well-covered, then is not well-covered.
A vertex in an arbitrary graph is isolatable in if there exists an independent set in such that is a (isolated) component in . Equivalently, is isolatable in if there exists an independent set of such that . As in [4], we say a vertex of a well-covered graph is extendable in if is well-covered and . A well-covered graph is -well-covered if every is extendable in . In [4] it is proved that in a well-covered graph the notions of extendable and not isolatable are equivalent.
Theorem 2.2** ([4]).**
Let be a well-covered graph. A vertex of is an extendable vertex of if and only if is not isolatable in .
The next result by Finbow and Hartnell [3] shows that graphs of girth at least 4 having no isolatable vertices are actually well-covered. We provide a slightly expanded proof for the sake of completeness.
Theorem 2.3** ([3]).**
Let be a graph with . If no vertex in is isolatable, then is well-covered.
Proof.
Suppose that is a graph of girth at least 4 in which no vertex is isolatable, but that is not well-covered. Consider the set of certain pairs of maximal independent sets of defined by
[TABLE]
Since is not well-covered, . Let and let . Choose a pair from such that and a vertex such that . Let and set . Since is not dominated by the independent set and since is not isolatable ( has no isolatable vertices by assumption), there is a vertex . Since , . Let . We see that is a maximum independent set of , and thus . If , then but , which is a contradiction to the choice of . On the other hand, if , then , which is a contradiction to the choice of . Consequently, is empty, and is well-covered. ∎
Finbow et al. [4] were able to give a complete description of the well-covered graphs of girth at least . By analyzing this collection Pinter [9] observed the following characterization of connected -well-covered graphs of girth at least .
Theorem 2.4** ([9]).**
If is a nontrivial, connected well-covered graph of girth at least that has no isolatable vertex, then or .
To see that a general solution to Problem 1 is most likely very difficult, consider the following. Let be a graph with maximum degree , let , and let be any maximal independent set of . If does not intersect some -layer, say , then the vertices of are dominated by . Since , the Pigeonhole Principle implies that for some . This contradicts the independence of , and so contains exactly one vertex from each -layer. Hence, and we see that is well-covered.
In fact, by generalizing this idea we can, for any graph of maximum degree , construct many graphs that have girth 3 such that is well-covered. Here is one family of such graphs. Let be any positive integer. Let be any graph whose vertex set can be partitioned as in such a way that
The subgraph of is a complete graph of order at least for each , and 2. 2.
For each there is a subset of such that and .
It is clear that such a graph is well-covered and . We claim that is a well-covered graph with independence number . For each let . Any subset of formed by choosing one vertex from each of is independent, and is in fact maximal independent, in . In addition, for each we can choose a subset of that contains one vertex from for each in such a way that for any . This last sentence is true since and . It now follows that the set is a maximal independent set of with cardinality . On the other hand, let be any maximal independent set of . Suppose there exists a -layer, say , such that . This implies that there exists such that . In this case no vertex of is dominated by . Since , we arrive at a contradiction. Hence, , for every . Since is covered by complete subgraphs we conclude that for every . Consequently, , and this implies that is well-covered.
For a specific example, let be the graph shown in Figure 1. Let and be complete graphs of order with , , and . The graph is formed from the disjoint union of by adding any subset of edges among vertices in the set .
3 Factors of Girth at Least 4
If a graph is not connected and has components , then for any graph , the product is the disjoint union of . This graph, , is well-covered if and only if is well-covered for every . Consequently, to determine which Cartesian products are well-covered we can restrict our attention to those in which both factors are connected. As the examples presented at the end of Section 2 show, the characterization of well-covered Cartesian products if at least one of the factors has a triangle is unlikely. So we focus on Cartesian products of connected factors that have girth larger than .
In this section we will prove the following characterization of well-covered Cartesian products of two connected graphs that each have girth at least 5.
Theorem 3.1**.**
Let and be nontrivial, connected graphs, both of which have girth at least . The Cartesian product is well-covered if and only if or .
We first prove through a series of reductions that if and are both nontrivial, connected, triangle-free graphs such that is well-covered, then is a prism.
Lemma 3.2**.**
Let and be connected graphs, both of which have order at least and girth at least . If either or has an isolatable vertex having degree at least , then is not well-covered.
Proof.
Assume without loss of generality that has an isolatable vertex and let and be distinct neighbors of . Let be an independent set in such that . Since has order at least , we fix a vertex in with distinct neighbors and . We assume without loss of generality that . If , then let . If , then let . Finally, suppose that . Let , let , let , and let .
Since is triangle-free and because of the definition of , we see that all three cases above is independent in . In addition, the vertex is a strong support vertex adjacent to leaves and in . Therefore, by Lemma 2.1 it follows that is not well-covered. ∎
The following corollary follows immediately from Lemma 3.2, Theorem 2.2, and Theorem 2.3.
Corollary 3.3**.**
Let and be connected graphs, both of which have minimum degree at least and girth at least . If is well-covered, then both and are -well-covered.
Since a leaf in a graph of order at least 3 is isolatable, we are now able to weaken the hypothesis of Lemma 3.2 to cover the case when one of the factors has an isolatable vertex of degree 1 while making no assumption about the order of the other factor.
Lemma 3.4**.**
Let and be nontrivial, connected graphs both having girth at least . If has minimum degree and order at least , then is not well-covered.
Proof.
Assume that is a leaf in that is adjacent to a support vertex , and assume that where . Let . Note that since , is independent in and is isolated in . Fix any vertex of and assume that . If , then let ; otherwise, let . Let . Since both and have girth at least , it follows that is independent in . The vertex is a strong support vertex in , adjacent to leaves and . By Lemma 2.1 we conclude that is not well-covered. ∎
We now make the final reduction in the case when both nontrivial, connected factors have girth at least 4. Here we do not assume that one of the factors has an isolatable vertex.
Lemma 3.5**.**
If and are connected graphs both having order at least and girth at least , then is not well-covered.
Proof.
Assume that and are both of order at least and girth at least . Suppose, in order to arrive at a contradiction, that is well-covered. By Lemma 3.2 and Lemma 3.4, neither nor has an isolatable vertex, and hence and . In addition, it follows from Theorem 2.3 that both and are well-covered. Fix a vertex in , and distinguish one of its neighbors, say . Let for some and let for some . Select a vertex in , and let be a maximal independent set of . Since is not isolatable in , the graph contains at least one neighbor of . Furthermore, since and is well-covered, it follows from Lemma 2.1 that contains exactly the two adjacent vertices and . Let and let
[TABLE]
We note that was chosen to be independent; is independent since both and are triangle-free; and is independent since . As a result, is independent by the definition of the edge set of . However, by appealing to Lemma 2.1, we now arrive at a contradiction since has a strong support vertex that is adjacent to the leaves and . Consequently, is not well-covered. ∎
Corollary 3.6**.**
If and are nontrivial, connected graphs with girth at least such that is well-covered, then at least one of or is the graph .
Because of Corollary 3.6, for the remainder of the paper we restrict ourselves to prisms of graphs that have girth at least 4. The following corollary, concerning the prism of certain graphs, follows directly from Lemma 3.4.
Corollary 3.7**.**
If a connected graph has girth at least 4, has order at least 3 and has minimum degree 1, then is not well-covered.
Recall from Theorem 2.3 that a graph is well-covered if it has girth at least and has no isolatable vertices. We next ask whether a graph with an isolatable vertex can have a well-covered prism. The next result shows the answer is no if has girth at least .
Theorem 3.8**.**
If has girth at least and has an isolatable vertex, then is not well-covered.
Proof.
By Corollary 3.7 we may assume has minimum degree at least . Let be an isolatable vertex of , let , and let represent the vertices other than that are adjacent to for . Since has girth at least 5, is independent and the sets are independent and pairwise disjoint.
Suppose first that one of the sets , say , has cardinality 1. Let . Note by assumption that there exists an independent set that isolates in and necessarily it must contain . This implies that and are leaves adjacent to the same support vertex in . We conclude that in this case is not well-covered.
So we may assume that for all . Let be a maximal independent set of .
- (a)
Suppose first that dominates at least one of the sets , say . Let be an independent set that isolates in and let . It follows that is independent in , and and are leaves in both adjacent to . Again this implies that is not well-covered. 2. (b)
Now suppose that there exists such that does not dominate at least two vertices of . Without loss of generality we may assume and and are vertices in not dominated by . Suppose first that and let . Thus, can be adjacent to only one vertex of for otherwise contains a -cycle. In this case, choose that is not adjacent to and choose so that and are leaves in . A similar argument can be used when .
Next, suppose that and where and . If , then again choose so that and are leaves in . So we may assume that .
Suppose first that . Let be any independent set in that isolates in . Let and choose . One can easily verify that is indeed an independent set in . We claim that and are leaves in . Note that and . The vertices and are dominated by so is a leaf, dominates , and dominates . Thus, is also a leaf. A similar argument works if .
So we may assume that and for some . It follows that since is an independent set. If every independent set that isolates contains , then none of these independent sets contain as . In this case, let be such an independent set that doesn’t contain , and let . Let . Note that is independent since . We claim that and are leaves in . Note that and . The vertex dominates and so is a leaf. Since dominates and dominates , it follows that is a leaf. On the other hand, if there exists an independent set that isolates and does not contain , we may choose a set so that and are leaves in . In each of these cases the removal of the closed neighborhood of an independent set from created a strong support, and hence is not well-covered by Lemma 2.1. 3. (c)
Finally, suppose that does not dominate exactly one vertex from each for , say . Note that if , then there exist and such that for otherwise would contain a triangle. Without loss of generality, we may assume and . In this case, choose and note that and are leaves, both adjacent to the same support vertex in . If and , then the above set still works. So we may assume that . Choose where . One can verify that is an independent set. We claim that and are leaves, both adjacent to in . Note that and . The set dominates all of and dominates and . Thus, and are indeed leaves. Hence, by Lemma 2.1 is not well-covered.
Having considered all cases, we may conclude that is not well-covered. ∎
It is straightforward to verify that both of the prisms and are well-covered. This together with Theorems 2.3, 2.4, 3.8 proves Theorem 3.1, which we restate here for completeness.
Theorem 3.1. * Let and be nontrivial, connected graphs, both of which have girth at least . The Cartesian product is well-covered if and only if or . *
We now show that, regardless of girth, if the base graph has no isolatable vertices, then its prism is well-covered. Of course by the characterization theorems of Finbow et al. every well-covered graph of girth larger than has an isolatable vertex.
Theorem 3.9**.**
If is a well-covered graph with no isolatable vertices, then is well-covered.
Proof.
Let and let be any maximal independent set of . Suppose that . If necessary, enlarge to an independent set of such that . The subgraph is a clique of order at least 2, for otherwise would contain an independent set of cardinality at least , which is a contradiction. This implies that contains a clique with vertices for some . The vertices in are dominated by the set , which implies that . Since is a clique, we have that , which contradicts the assumption that is an independent set. Consequently, . Similarly, . We conclude that , and hence is well-covered. ∎
In particular, if and has no isolatable vertex, then by Theorem 2.3 it follows that is well-covered. This proves the following corollary to Theorem 3.9.
Corollary 3.10**.**
If has girth and has no isolatable vertex, then the prism of is well-covered.
There are many examples of -well-covered graphs of girth as in the hypothesis of Corollary 3.10. One such graph, commonly known as , is shown in Figure 2.
4 Summary
We have shown that if a Cartesian product of two nontrivial, connected, triangle-free graphs is well-covered, then this Cartesian product is a prism, say . In addition, if has girth at least , then is either or , and indeed the prisms and are both well-covered. If the girth of is and has no isolatable vertex, then the prism is well-covered. We suspect that being well-covered and having no isolatable vertex is also a necessary condition for the prism of a graph of girth to be well-covered. We end by stating this as a conjecture.
Conjecture 4.1**.**
Let be a connected, triangle-free graph that contains a cycle of order . If is well-covered, then has no isolatable vertex.
Acknowledgements
The second author is supported by a grant from the Simons Foundation (Grant Number 209654 to Douglas F. Rall).
The reference list from the paper itself. Each links out to its DOI / PubMed record.
- 1[1] Campbell, S. R., Ellingham, M. N., Royle, G. F.: A characterisation of well-covered cubic graphs. J. Combin. Math. Combin. Comput. 13, 193–212 (1993)
- 2[2] Finbow, A. S., Hartnell, B. L.: A game related to covering by stars. Ars Combin. 16, 189–198 (1983)
- 3[3] Finbow, A., Hartnell, B. L.: On 1-well-covered graphs. In: Advances in Discrete Mathematics and Applications: Mysore 2008, Ramanujan Math. Soc. Lect. Notes Ser., pp. 33–44, Ramanujan Math. Soc., Mysore, India (2010)
- 4[4] Finbow, A., Hartnell, B. L., Nowakowski, R. J.: A characterization of well-covered graphs of girth 5 5 5 or greater. J. Combin. Theory Ser. B. 57, 44–68 (1993)
- 5[5] Finbow, A., Hartnell, B. L., Nowakowski, R. J.: A characterization of well-covered graphs that contain neither 4 4 4 - nor 5 5 5 -cycles. J. Graph Theory. 18, 713–721 (1994)
- 6[6] Fradkin, A. O.: On the well-coveredness of Cartesian products of graphs. Discrete Math. 309, 238–246 (2009)
- 7[7] Hartnell, B. L.: Well-covered graphs. J. Combin. Math. Combin. Comput. 29, 107–115 (1999)
- 8[8] Hartnell, B. Rall, D. F.: On the Cartesian product of non well-covered graphs. Electron. J. Combin. 20, Paper 21, 4 pages (2013)
