Abstract: The model-checking problem for a logic L on a class C of structures asks whether a given L-sentence holds in a given structure in C. In this paper, we give super-exponential lower bounds for fixed-parameter tractable model-checking problems for first-order and monadic second-order logic.
We show that unless PTIME=NP, the model-checking problem for monadic second-order logic on finite words is not solvable in time f(k) p(n), for any elementary function f and any polynomial p. Here k denotes the size of the input sentence and n the size of the input word. We prove the same result for first-order logic under a stronger complexity theoretic assumption from parameterized complexity theory.
Furthermore, we prove that the model-checking problems for first-order logic on structures of degree 2 and of bounded degree d>2 are not solvable in time 2^{2^{o(k)}} p(n) (for degree 2) and 2^{2^{2^{o(k)}}} p(n) (for degree d>2), for any polynomial p, again under an assumption from parameterized complexity theory. We match these lower bounds by corresponding upper bounds.
May 2, 2002 - Martin Grohe