Beyond the Alder-Strassen bound

Theoretical Computer Science(2005)

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摘要
We prove a lower bound of 5/2n2 - 3n for the multiplicative complexity of n × n-matrix multiplication over arbitrary fields. More general, we show that for any finite dimensional semisimple algebra A with unity, the multiplicative complexity C (A) of the multiplication in A is bounded from below by 5/2 dim A - 3(n1 +...+ nt) if the decomposition of A ≃ A1 × ... × At into simple algebras Aτ ≃ Dτnτ×nτ contains only noncommutative factors, that is, the division algebra Dτ is noncommutative or nτ≥2.We also deal with the complexity of multiplication in algebras with nonzero radical. We present an example that shows that our methods in the semisimple case cannot be applied directly to this problem. We exhibit lower bound techniques for C(A) that yield bounds still significantly above the Alder-Strassen bound. The main application is the lower bound C (Tn(k)) ≥ (21/8-o(1)) dim Tn(k) for the multiplicative complexity of multiplication in the algebra Tn(k) of upper triangular n × n-matrices.
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关键词
simple algebra,Associative algebra,division algebra D,dim Tn,multiplicative complexity,algebra Tn,lower bound C,bound technique,n-matrix multiplication,Multiplicative complexity,Lower bound,upper triangular n,finite dimensional semisimple algebra
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