An independent set in a graph G is a set of pairwise nonadjacent vertices of G. The independence number, \(\alpha \) , of G is the maximum cardinality of an independent set in G. An independent set in G is maximum if it has cardinality \(\alpha \) . Mohr and Rautenbach determined the n-vertex trees (resp. connected graphs, disconnected graphs) with independence number \(\alpha \) having the largest number of maximum independent sets. As a continuance of these works, we give complete characterizations among the following families of graphs: the n-vertex forests with independence number \(\alpha \) having the first three largest number of maximum independent sets;
the n-vertex trees with independence number \(\alpha \) having the second and third largest number of maximum independent sets;
the bipartite graphs (containing at least one cycle) of order n and independence number \(\alpha \) having the maximum number of maximum independent sets;
the disconnected n-vertex graphs with independence number \(\alpha \) having the second largest number of maximum independent sets.
Furthermore, we obtain a complete classification of connected graphs with order n and independence number \(n-3\) , which gives a solution to an open problem of Derikvand and Oboudi.