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Zbl 1023.65031
Wei, Yimin; Wu, Hebing; Wei, Junyin
Successive matrix squaring algorithm for parallel computing the weighted generalized inverse $A^+_{MN}$.
(English)
[J] Appl. Math. Comput. 116, No.3, 289-296 (2000). ISSN 0096-3003

Summary: We derive a successive matrix squaring algorithm to approximate the weighted generalized inverse, which can be expressed in the form of successive squaring of a composite matrix $T$. Given an $m$ by $n$ matrix $A$ with $m\approx n$, we show that the weighted generalized inverse of $A$ can be computed in parallel time ranging from $O(\log n)$ to $O(\log^2n)$ provided that there are enough processors to support matrix multiplication in time $O(\log n)$.
MSC 2000:
*65F20 Overdetermined systems (numerical linear algebra)
65Y05 Parallel computation (numerical methods)

Keywords: weighted Moore-Penrose inverse; parallel algorithm; weighted matrix; successive matrix squaring algorithm

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