Let be an integer. The closed -neighborhood of a vertex in a graph is the set of vertices . The closed -neighborhood of a set of vertices, denoted by , is the union of the closed -neighborhoods of vertices . For , if , then is said to be -redundant in . A set containing no -redundant vertex is called -irredundant. The -irredundance number of , denoted by , is the minimum cardinality taken over all maximal -irredundant sets of vertices of . The upper -irredundance number of , denoted by , is the maximum cardinality taken over all maximal -irredundant sets of vertices of . In this paper we show that the decision problem corresponding to the computation of for bipartite graphs is NP-complete. We then prove that this also holds for augmented split graphs. These results extend those of Hedetniemi, Laskar, and Pfaff (see [7]) and Laskar and Pfaff (see [8]) for the case . Lastly, applying the general method described by Bern, Lawler, and Wong (see [1]), we present linear algorithms to compute the -irredundance and upper -irredundance numbers for trees.