Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
1707363 | Applied Mathematics Letters | 2016 | 7 Pages |
Abstract
In this paper, we show that a general quadratic multivariate system in the real field can be reduced to a best rank-1 three-way tensor approximation problem. This fact provides a new approach to tackle a system of quadratic polynomials equations. Some experiments using the standard alternating least squares (ALS) algorithm are drawn to evince the usefulness of rank-1 tensor approximation methods.
Keywords
Related Topics
Physical Sciences and Engineering
Engineering
Computational Mechanics
Authors
Alex P. da Silva, Pierre Comon, André L.F. de Almeida,