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 :
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