Mathematics
DOI: 10.1134/s0965542513120129

Abstract

A method for deriving bilinear algorithms for matrix multiplication is proposed. New estimates for the bilinear complexity of a number of problems of the exact and approximate multiplication of rectangular matrices are obtained. In particular, the estimate for the boundary rank of multiplying 3 × 3 matrices is improved and a practical algorithm for the exact multiplication of square n × n matrices is proposed. The asymptotic arithmetic complexity of this algorithm is O(n 2.7743).

Citation format

SMIRNOV, A. V. The bilinear complexity and practical algorithms for matrix multiplication. COMPUTATIONAL MATHEMATICS AND MATHEMATICAL PHYSICS, 2013, 53: 1781–1795.