Algebraic metacomplexity and representation theory
We prove that in the algebraic metacomplexity framework, the decomposition of metapolynomials into their isotypic components can be implemented efficiently, namely with only a quasipolynomial blowup in the circuit size. This means that many existing algebraic complexity lower bound proofs can be eff...
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Zusammenfassung: | We prove that in the algebraic metacomplexity framework, the decomposition of
metapolynomials into their isotypic components can be implemented efficiently,
namely with only a quasipolynomial blowup in the circuit size. This means that
many existing algebraic complexity lower bound proofs can be efficiently
converted into isotypic lower bound proofs via highest weight metapolynomials,
a notion studied in geometric complexity theory. In the context of algebraic
natural proofs, our result means that without loss of generality algebraic
natural proofs can be assumed to be isotypic. Our proof is built on the
Poincar\'e--Birkhoff--Witt theorem for Lie algebras and on Gelfand--Tsetlin
theory, for which we give the necessary comprehensive background. |
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DOI: | 10.48550/arxiv.2411.03444 |