Circuit Complexity - Circuit Lower Bounds

Circuit Lower Bounds

Circuit lower bounds are generally difficult. Known results include

  • Parity is not in nonuniform AC0, proved by Ajtai (1983) and by Furst, Saxe and Sipser.
  • Uniform TC0 is not contained in PP, proved by Allender.
  • The classes SP
    2, PP and MA/1 (MA with one bit of advice) are not in SIZE(nk) for any constant k.
  • While it is suspected that the nonuniform class ACC0 does not contain the majority function, it was only in 2010 that Williams proved that .

It is open whether NEXPTIME has nonuniform TC0 circuits.

Proofs of circuit lower bounds are strongly connected to derandomization. A proof that P = BPP would imply that either or that permanent cannot be computed by nonuniform arithmetic circuits (polynomials) of polynomial size and polynomial degree.

Read more about this topic:  Circuit Complexity

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