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Parameterized circuit complexity and the W hierarchy

by: Rodney G Downey, Michael R Fellows, Kenneth W Regan
Theoretical Computer Science, Vol. 191, No. 1-2. (30 January 1998), pp. 97-115.


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A parameterized problem <L, k> belongs to W[t] if there exists k' computed from k such that <L, k> reduces to the weight-k' satisfiability problem for weft-t circuits. We relate the fundamental question of whether the W[t] hierarchy is proper to parameterized problems for constant-depth circuits. We define classes G[t] as the analogues of AC0 depth-t for parameterized problems, and N[t] by weight-k' existential quantification on G[t], by analogy with NP = [there exists] [middle dot] P. We prove that for each t, W[t] equals the closure under fixed-parameter reductions of N[t]. Then we prove, using Sipser's results on the AC0 depth-t hierarchy, that both the G[t] and the N[t] hierarchies are proper. If this separation holds up under parameterized reductions, then the W[t] hierarchy is proper. We also investigate the hierarchy H[t] defined by alternating quantification over G[t]. By trading weft for quantifiers we show that H[t] coincides with H[1]. We also consider the complexity of unique solutions, and show a randomized reduction from W[t] to Unique W[t].


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