Lower bounds for matrix product

被引:13
|
作者
Shpilka, A [1 ]
机构
[1] Harvard Univ, Div Engn & Appl Sci, Cambridge, MA 02138 USA
[2] MIT, Comp Sci Lab, Cambridge, MA 02138 USA
关键词
matrix product; lower bounds; linear codes;
D O I
10.1137/S0097539702405954
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
We prove lower bounds on the number of product gates in bilinear and quadratic circuits that compute the product of two n x n matrices over finite fields. In particular we obtain the following results: 1. We show that the number of product gates in any bilinear ( or quadratic) circuit that computes the product of two n x n matrices over GF(2) is at least 3n(2) - o(n(2)). 2. We show that the number of product gates in any bilinear circuit that computes the product of two n x n matrices over GF(q) is at least (2.5 + 1.5/q(3)-1) n(2) - o(n(2)). These results improve the former results of [N. H. Bshouty, SIAM J. Comput., 18 (1989), pp. 759-765; M. Blaser, Proceedings of the 40th Annual IEEE Symposium on Foundations of Computer Science, IEEE Computer Society, Los Alamitos, CA, 1999, pp. 45 - 50], who proved lower bounds of 2.5n(2) - o(n(2)).
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页码:1185 / 1200
页数:16
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