Open Journal of Discrete Mathematics
Vol.06 No.04(2016), Article ID:70074,11 pages
10.4236/ojdm.2016.64019
An Alternative Proof of the Largest Number of Maximal Independent Sets in Connected Graphs Having at Most Two Cycles
Min-Jen Jou1, Jenq-Jong Lin2
1Department of Information Technology, Ling Tung University, Taiwan
2Department of Finance, Ling Tung University, Taiwan

Copyright © 2016 by authors and Scientific Research Publishing Inc.
This work is licensed under the Creative Commons Attribution International License (CC BY 4.0).
http://creativecommons.org/licenses/by/4.0/



Received: June 28, 2016; Accepted: August 22, 2016; Published: August 25, 2016
ABSTRACT
G. C. Ying, Y. Y. Meng, B. E. Sagan, and V. R. Vatter [1] found the maximum number of maximal independent sets in connected graphs which contain at most two cycles. In this paper, we give an alternative proof to determine the largest number of maximal independent sets among all connected graphs of order n ≥ 12, which contain at most two cycles. We also characterize the extremal graph achieving this maximum value.
Keywords:
Maximal Independent Set, Connected Graph Having at Most Two Cycles

1. Introduction
Let
be a simple undirected graph. An independent set is a subset S of V such that no two vertices in S are adjacent. A maximal independent set is an independent set that is not a proper subset of any other independent set. The set of all maximal independent sets of a graph G is denoted by
and its cardinality by
.
The problem of determining the largest value of
in a general graph of order n and those graphs achieving the largest number was proposed by Erdös and Moser, and solved by Moon and Moser [2] . It was then extensively studied for various classes of graphs in the literature, including trees, forests, (connected) graphs with at most one cycle, bipartite graphs, connected graphs, k-connected graphs, (connected) triangle-free graphs; for a survey see [3] . Recently, Jin and Li [4] determined the second largest number of maximal independent sets among all graphs of order n.
There are results on independent sets in graphs from a different point of view. The Fibonacci number of a graph is the number of independent vertex subsets. The concept of the Fibonacci number of a graph was introduced in [5] and discussed in several papers [6] [7] . In addition, Jou and Chang [8] showed a linear-time algorithm for counting the number of maximal independent sets in a tree.
Jou and Chang [9] determined the largest number of maximal independent sets among all graphs and connected graphs of order n, which contain at most one cycle. Later B. E. Sagan and V. R. Vatter [10] found the largest number of maximal independent sets among all graphs of order n, which contain at most r cycles. In 2012, Jou [11] settled the second largest number of maximal independent sets in graphs with at most one cycle. G. C. Ying, Y. Y. Meng, B. E. Sagan, and V. R. Vatter [1] found the maximum number of maximal independent sets in connected graphs which contain at most two cycles. In this paper, we give an alternative proof to determine the largest number of maximal independent sets among all connected graphs of order
, which contain at most two cycles. We also characterize the extremal graph achieving this maximum value.
For a graph
, the cardinality of
is called the order, and it is denoted by
. The neighborhood
of a vertex
is the set of vertices adjacent to x in G and the closed neighborhood
is
. The degree of x is the cardinality of
, and it is denoted by
. A vertex x is said to be a leaf if
. For a set
, the deletion of A from G is the graph
obtained from G by removing all vertices in A and their incident edges. Two graphs
and 






















2. Preliminary
The following results are needed.
Lemma 1. ( [12] [13] ) For any vertex x in a graph G, the following hold.
1)
2) If x is a leaf adjacent to y, then
Lemma 2. ( [13] ) If G is the union of two disjoint graphs 


Lemma 3. Let 


Then
Proof. The derivative of 
So 








□Theorem 1. ( [9] ) If T is a tree with 

Furthermore, 


is the set of batons, which are the graphs obtained from a basic path P of 

Theorem 2. ( [9] ) If F is a forest with 

Furthermore, 

Figure 1. The baton 

where
Theorem 3. ( [9] ) If G is a graph of order 

Furthermore, 

Theorem 4. ( [11] ) If G is a graph of order 


Furthermore, 

Theorem 5. ( [9] ) If H is a connected graph of order 

Furthermore, 

Figure 2. The extremal graphs 

3. The Alternative Proof
In this section, we give an alternative proof to determine the largest number of maximal independent sets among all connected graphs of order
Theorem 6. If H is a connected graph of order 

Furthermore, 

A unicyclic graph is a connected graph having one cycle. The order of a unicyclic graph is at least three. The following lemmas will be needed in the proof of main theorem.
Lemma 4. Suppose that 




Proof. Let

Case 1. 
By Lemma 2, Theorem 1 and Theorem 5, we have
If the equality holds, then 

Hence the equality holds if and only if 

Case 2. 
By Lemma 3 and since


By Theorem 1 and Theorem 5, we have
If the equality holds, then

By case 1 and case 2, we have that
only if 

Lemma 5. Suppose that F is a forest of order 



Proof. Let F be a forest of order 



n is odd and

have two components. Let 


Case 1. 
By Lemma 3, 

The equalities hold and


Case 2. 
Then F has exactly one even component, we assume that 

equalities hold and

The following is the proof of Theorem 6.
Proof. Let H be a connected graph of order 









Case 1.
Then 

that v connects to every component of


Then 




Case 2.
Let




Then
Claim.
Suppose that
and
By Theorem 2, 











Theorem 5,

Lemma 5,
where

By Claim,







The equalities hold. Then 





diction. Thus




some cycle such that


for odd
Acknowledgements
The authors are grateful to the referees for the helpful comments.
Cite this paper
Jou, M.-J. and Lin, J.-J. (2016) An Alternative Proof of the Largest Number of Maximal Independent Sets in Connected Graphs Having at Most Two Cycles. Open Journal of Discrete Mathematics, 6, 227-237. http://dx.doi.org/10.4236/ojdm.2016.64019
References
- 1. Ying, G.C., Meng, Y.Y., Sagan, B.E. and Vatter, V.R. (2006) Maximal Independent Sets in Graphs with at Most r Cycles. Journal of Graph Theory, 53, 270-282.
http://dx.doi.org/10.1002/jgt.20185 - 2. Moon, J.W. and Moser, L. (1965) On Cliques in Graphs. Israel Journal of Mathematics, 3, 23-28.
http://dx.doi.org/10.1007/BF02760024 - 3. Jou, M.J. and Chang, G.J. (1995) Survey on Conunting Maximal Independent Sets. In: Tangmance, S. and Schulz, E., Eds., Proceedings of the Second Asian Mathematical Conference, World Scientific, Singapore City, 265-275.
- 4. Jin, Z. and Li, X. (2008) Graphs with the Second Largest Number of Maximal Independent Sets. Discrete Mathematics, 308, 5864-5870.
http://dx.doi.org/10.1016/j.disc.2007.10.032 - 5. Prodinger, H. and Tichy, R.F. (1982) Fibonacci Numbers of Graphs. The Fibonacci Quarterly, 20, 16-21.
- 6. Knopfmacher, A., Tichy, R.F., Wagner, S. and Ziegler, V. (2007) Graphs, Partitions and Fibonacci Numbers. Discrete Applied Mathematics, 155, 1175-1187.
http://dx.doi.org/10.1016/j.dam.2006.10.010 - 7. Wagner, S.G. (2006) The Fibonacci Number of Generalized Petersen Graphs. The Fibonacci Quarterly, 44, 362-367.
- 8. Jou, M.J. and Chang, G.J. (2002) Algorithmic Aspects of Counting Independent Sets. Ars Combinatoria, 65, 265-277.
- 9. Jou, M.J. and Chang, G.J. (1997) Maximal Independent Sets in Graphs with at Most One Cycle. Discrete Applied Mathematics, 79, 67-73.
http://dx.doi.org/10.1016/S0166-218X(97)00033-4 - 10. Sagan, B.E. and Vatter, V.R. (2006) Maximal and Maximum Independent Sets in Graphs with at Most r Cycles. Journal of Graph Theory, 53, 283-314.
http://dx.doi.org/10.1002/jgt.20186 - 11. Jou, M.J. (2012) The Second Largest Number of Maximal Independent Sets in Connected Graphs with at Most One Cycle. Journal of Combinatorial Optimization, 24, 192-201.
http://dx.doi.org/10.1007/s10878-011-9376-4 - 12. Hujter, M. and Tuza, Z. (1993) The Number of Maximal Independent Sets in Triangle-Free Graphs. SIAM: SIAM Journal on Discrete Mathematics, 6, 284-288.
http://dx.doi.org/10.1137/0406022 - 13. Jou, M.J. (1991) The Number of Maximal Independent Sets in Graphs. Master Thesis, Department of Mathematics, National Central University, Taoyuan.


























