Monday, 12 February 2007

soft question - Most 'obvious' open problems in complexity theory

The following two statements are really "obviously false", but are still open:



EXPNPsubseteqEXPNPsubseteq depth-2-TC0TC0



EXPNPsubseteqEXPNPsubseteq depth-2-AC0[6]AC0[6]



Just as a reminder:



  • EXPNPEXPNP is exponential time plus an oracle for NP. It contains NEXPNEXP (nondeterministic exponential time), EXPEXP, and NPNP.


  • By "depth-2-TC0TC0" I mean the class of polynomial-size, depth-two circuit families where each gate is an arbitrary threshold function -- i.e., if it has mm Boolean inputs x1,dots,xmx1,dots,xm, it is defined by reals a1,dots,an,thetaa1,dots,an,theta and has output 1 iff sumaixigeqthetasumaixigeqtheta.


  • By depth-2-AC0[6]AC0[6] I mean the class of polynomial-size, depth-two circuit families where each gate is a "standard" MOD6MOD6 gate: if it has mm Boolean inputs x1,dots,xmx1,dots,xm, it has output 1 iff sumxineq0sumxineq0 mod 6.


Expanding on the second open problem: Given AsubseteqmathbbZ6AsubseteqmathbbZ6, define an AA-MOD6MOD6 gate to be one which outputs 1 iff sumxiinAsumxiinA mod 6.



The most embarrassing open problem in circuit complexity may be the following: Show that for all possible subsets AA, the AND function requires superpolynomial-size depth-2 circuits of AA-MOD6MOD6 gates.



[PS: Thanks to Arkadev Chattopadhyay for explaining some of these MOD6MOD6 problems to me.]

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