On the Power of Homogeneous Algebraic Formulas
Hervé Fournier, Nutan Limaye, Srikanth Srinivasan, Sébastien Tavenas
Abstract
Proving explicit lower bounds on the size of algebraic formulas is a long-standing open problem in the area of algebraic complexity theory. Recent results in the area (e.g. a lower bound against constant-depth algebraic formulas due to Limaye, Srinivasan, and Tavenas (FOCS 2021)) have indicated a way forward for attacking this question: show that we can convert a general algebraic formula to a homogeneous algebraic formula with moderate blow-up in size, and prove strong lower bounds against the latter model.
Here, a homogeneous algebraic formula F for a polynomial P is a formula in which all subformulas compute homogeneous polynomials. In particular, if P is homogeneous of degree d, F does not contain subformulas that compute polynomials of degree greater than d.
We investigate the feasibility of the above strategy and prove a number of positive and negative results in this direction.
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- Superpolynomial Lower Bounds Against Low-Depth Algebraic CircuitsNutan Limaye, Srikanth Srinivasan, Sébastien TavenasFOCS 2021 · 26 citations
- Set-multilinear and non-commutative formula lower bounds for iterated matrix multiplicationSébastien Tavenas, Nutan Limaye, Srikanth SrinivasanSTOC 2022 · 4 citations
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