Algorithms for solving numerical linear algebra problems on supercomputers

In this paper some numerical algorithms are considered in relation to computations on vector and parallel processors. Moreover, some results of experiments on a vector computer are reported.

The algorithms considered are Gaussian elimination and Gauss-Jordan elimination for solving full linear systems, and Hestenes' one-sided Jacobi iteration to calculate the Singular Value Decomposition of a matrix.