English

New lower bounds for matrix multiplication and the 3x3 determinant

Algebraic Geometry 2019-11-20 v1 Computational Complexity Representation Theory

Abstract

Let Mu,v,wCuvCvwCwuM_{\langle u,v,w\rangle}\in C^{uv}\otimes C^{vw}\otimes C^{wu} denote the matrix multiplication tensor (and write Mn=Mn,n,nM_n=M_{\langle n,n,n\rangle}) and let det3(C9)3det_3\in ( C^9)^{\otimes 3} denote the determinant polynomial considered as a tensor. For a tensor TT, let R(T)\underline R(T) denote its border rank. We (i) give the first hand-checkable algebraic proof that R(M2)=7\underline R(M_2)=7,(ii) prove R(M223)=10\underline R(M_{\langle 223\rangle})=10, and R(M233)=14\underline R(M_{\langle 233\rangle})=14, where previously the only nontrivial matrix multiplication tensor whose border rank had been determined was M2M_2,(iii) prove R(M3)17\underline R( M_3)\geq 17, (iv) prove R(det3)=17\underline R( det_3)=17, improving the previous lower bound of 1212, (v) prove R(M2nn)n2+1.32n\underline R(M_{\langle 2nn\rangle})\geq n^2+1.32n for all n25n\geq 25 (previously only R(M2nn)n2+1\underline R(M_{\langle 2nn\rangle})\geq n^2+1 was known) as well as lower bounds for 4n254\leq n\leq 25, and (vi) prove R(M3nn)n2+2n+1\underline R(M_{\langle 3nn\rangle})\geq n^2+2 n+1 for all n21 n\geq 21, where previously only R(M3nn)n2+2\underline R(M_{\langle 3nn\rangle})\geq n^2+2 was known, as well as lower boundsfor 4n214\leq n\leq 21. Our results utilize a new technique initiated by Buczy\'{n}ska and Buczy\'{n}ski, called border apolarity. The two key ingredients are: (i) the use of a multi-graded ideal associated to a border rank rr decomposition of any tensor, and (ii) the exploitation of the large symmetry group of TT to restrict to BTB_T-invariant ideals, where BTB_T is a maximal solvable subgroup of the symmetry group of TT.

Keywords

Cite

@article{arxiv.1911.07981,
  title  = {New lower bounds for matrix multiplication and the 3x3 determinant},
  author = {Austin Conner and Alicia Harper and J. M. Landsberg},
  journal= {arXiv preprint arXiv:1911.07981},
  year   = {2019}
}

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23 pages