On the expected condition number of linear programming problems (Q1402168)
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scientific article; zbMATH DE number 1967707
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | On the expected condition number of linear programming problems |
scientific article; zbMATH DE number 1967707 |
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On the expected condition number of linear programming problems (English)
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19 August 2003
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The authors examine the condition number \(C(A)\) introduced by \textit{D. Cheung} and \textit{F. Cucker} [Math. Program. 91A, No. 1, 163-174 (2001; Zbl 1072.90564)] for linear programming. It is assumed that the matrix coefficients are independent, identically distributed standard Gaussian random variables. The moments of \(C(A)\) are estimated. When \(n\) is sufficiently larger than \(m\), when \(A\) is \(m\times n\), then \(E(\ln(C(A))= \max\{\ln m,\ln\ln n\}+ O(1)\). Bounds of an alternative condition number are also estimated.
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condition number
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linear programming
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