Parallel Preconditioning and Approximate Inverses on the Connection Machine

@inproceedings{Grote1993ParallelPA,
  title={Parallel Preconditioning and Approximate Inverses on the Connection Machine},
  author={Marcus J. Grote and Horst D. Simon},
  booktitle={PPSC},
  year={1993}
}
We present a new parallel approach to preconditioning for very large, sparse. unsymmetric, linear systems. We explicitly compute an approximate inverse to our original matrix. This new preconditioning matrix can be applied most efficiently for iterative methods on massively parallel machines, since the preconditioning phase involves only a matrix-vector multiplication, with possibly a dense matrix. Furthermore the actual computation of the preconditioning matrix has natural parallelism. For a… CONTINUE READING

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