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arxiv: 0807.0956 · v2 · submitted 2008-07-07 · 🧮 math.NA · math.PR

Componentwise condition numbers of random sparse matrices

classification 🧮 math.NA math.PR
keywords componentwiseconditionrandomsparseaccuracyaverageboundbounds
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We prove an O(log n) bound for the expected value of the logarithm of the componentwise (and, a fortiori, the mixed) condition number of a random sparse n x n matrix. As a consequence, small bounds on the average loss of accuracy for triangular linear systems follow.

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