Title :
Lower bounds for approximations by low degree polynomials over Z m
Author :
Alon, Noga ; Beigel, Richard
Author_Institution :
Tel Aviv Univ., Israel
Abstract :
We use a Ramsey-theoretic argument to obtain the first lower bounds for approximations over Zm by nonlinear polynomials: (i) A degree-2 polynomial over Zm (m odd) must differ from the parity function on at least a 1/2-1/2((log n)Ω(1)) fraction of all points in the Boolean n-cube. A degree-O(1) polynomial over Zm (m odd) must differ from the parity function on at least a 1/2-o(1) fraction of all points in the Boolean n-cube. These nonapproximability results imply the first known lower bounds on the top fanin of MAJoMODmoANDO(1) circuits (i.e., circuits with a single majority-gate at the output node, MODm-gates at the middle level, and constant-fanin AND-gates at the input level) that compute parity: (i) MAJoMODmoAND2 circuits that compute parity must have top fanin 2((log n)Ω(1)). (ii) Parity cannot be computed by MAJoMODmoANDO(1) circuits with top fanin O(1). Similar results hold for the MODq function as well
Keywords :
Boolean functions; circuit complexity; Boolean n-cube; Ramsey-theoretic argument; approximations; constant-depth circuits; lower bounds; nonapproximability results; nonlinear polynomials; parity function; Circuits; Mathematics; National electric code; Polynomials;
Conference_Titel :
Computational Complexity, 16th Annual IEEE Conference on, 2001.
Conference_Location :
Chicago, IL
Print_ISBN :
0-7695-1053-1
DOI :
10.1109/CCC.2001.933885