TY - GEN
T1 - Superpolynomial Lower Bounds Against Low-Depth Algebraic Circuits
AU - Limaye, Nutan
AU - Srinivasan, Srikanth
AU - Tavenas, Sébastien
PY - 2022/3/4
Y1 - 2022/3/4
N2 - An Algebraic Circuit for a polynomial P ∈F[x1,…,xN] is a computational model for constructing the polynomial P using only additions and multiplications. It is a syntactic model of computation, as opposed to the Boolean Circuit model, and hence lower bounds for this model are widely expected to be easier to prove than lower bounds for Boolean circuits. Despite this, we do not have superpolynomial lower bounds against general algebraic circuits of depth 3 (except over constant-sized finite fields) and depth 4 (over fields other than F2), while constant-depth Boolean circuit lower bounds have been known since the early 1980s. In this paper, we prove the first super polynomial lower bounds against general algebraic circuits of all constant depths over all fields of characteristic 0 (or large).
AB - An Algebraic Circuit for a polynomial P ∈F[x1,…,xN] is a computational model for constructing the polynomial P using only additions and multiplications. It is a syntactic model of computation, as opposed to the Boolean Circuit model, and hence lower bounds for this model are widely expected to be easier to prove than lower bounds for Boolean circuits. Despite this, we do not have superpolynomial lower bounds against general algebraic circuits of depth 3 (except over constant-sized finite fields) and depth 4 (over fields other than F2), while constant-depth Boolean circuit lower bounds have been known since the early 1980s. In this paper, we prove the first super polynomial lower bounds against general algebraic circuits of all constant depths over all fields of characteristic 0 (or large).
KW - Algebraic circuits
KW - Polynomial circuit complexity
KW - Depth-3 and depth-4 circuits
KW - Lower bounds in algebraic computation
KW - Fields of characteristic zero
U2 - 10.1109/FOCS52979.2021.00083
DO - 10.1109/FOCS52979.2021.00083
M3 - Article in proceedings
BT - 2021 IEEE 62nd Annual Symposium on Foundations of Computer Science (FOCS)
PB - IEEE
ER -