Stepwise Inversion of Large Matrices with the Gauss-Jordan Vector Transformation

Abstract

Data mining methods often include matrix inversion tasks. Big data mining requires fast and accurate inversion of high-dimensional arrays. The presented work describes the concept of stepwise matrix inversion using the basis exchange algorithm based on the Gauss-Jordan vector transformation. The article also includes a demonstrative numerical example.