DocumentCode
1711081
Title
Lower bounds for matrix product
Author
Shpilka, Amir
Author_Institution
Inst. of Comput. Sci., Hebrew Univ., Jerusalem, Israel
fYear
2001
Firstpage
358
Lastpage
367
Abstract
We prove lower bounds on the number of product gates in bilinear and quadratic circuits that compute the product of two n × 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 × n matrices over GF(2) is at least 3n2 o(n2). 2. We show that the number of product gates in any bilinear circuit that computes the product of two n × n matrices over GF(p) is at least (2.5 + 1.5/p3-1)n2 - o(n2). These results improve the former results of N.H. Bshouty (1997) and M. Blaser (1999) who proved lower bounds of 2.5n2 o(n2).
Keywords
circuit theory; computational complexity; matrix multiplication; theorem proving; bilinear circuits; finite fields; lower bounds; matrix product; product gates; quadratic circuits; Arithmetic; Character generation; Circuits; Computational modeling; Computer science; Ear; Galois fields; Polynomials; Upper bound;
fLanguage
English
Publisher
ieee
Conference_Titel
Foundations of Computer Science, 2001. Proceedings. 42nd IEEE Symposium on
Print_ISBN
0-7695-1116-3
Type
conf
DOI
10.1109/SFCS.2001.959910
Filename
959910
Link To Document