In this paper, we focus on the problem of existence and computing of small and large stable
models. We show that for every fixed integer k, there is a linear-time algorithm to decide the
problem LSM (large stable models problem): does a logic program P have a stable model of
size at least [mid ]P[mid ]−k? In contrast, we show that the problem SSM (small stable models problem)
to decide whether a logic program P has a stable model of size at most k is much harder.
We present two algorithms for this problem but their running time is given by polynomials
of order depending on k. We show that the problem SSM is fixed-parameter intractable by
demonstrating that it is W[2]-hard. This result implies that it is unlikely an algorithm exists
to compute stable models of size at most k that would run in time O(mc), where m is the size
of the program and c is a constant independent of k. We also provide an upper bound on
the fixed-parameter complexity of the problem SSM by showing that it belongs to the class W[3].