Status | 已发表Published |
Title | On the average condition of random linear programs |
Creator | |
Date Issued | 2013 |
Source Publication | SIAM Journal on Optimization
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ISSN | 1052-6234 |
Volume | 23Issue:2Pages:799-810 |
Abstract | We give an O(log n) bound for the expectation of the logarithm of the condition number K(A, b, c) introduced in "Solving Linear Programs with Finite Precision: I. Condition Numbers and Random Programs" [Math. Program., 99 (2004), pp. 175-196]. This bound improves the previously existing bound, which was of O(n), and yields average-case bounds for both the required precision and the complexity of computing an optimal basis (or a pair of primal-dual optimizers). © 2013 Society for Industrial and Applied Mathematics. |
Keyword | Average-case analysis Conditioning Linear programming |
DOI | 10.1137/120869390 |
URL | View source |
Indexed By | SCIE |
Language | 英语English |
WOS Research Area | Mathematics |
WOS Subject | Mathematics, Applied |
WOS ID | WOS:000321044000006 |
Scopus ID | 2-s2.0-84880753864 |
Citation statistics | |
Document Type | Journal article |
Identifier | http://repository.uic.edu.cn/handle/39GCC9TT/6541 |
Collection | Faculty of Science and Technology |
Affiliation | 1.BNU-HKBU United International College,Tang Jia Wang, Zhuhai,China 2.Department of Mathematics,City University of Hong Kong,Kowloon Tong,Hong Kong,China |
First Author Affilication | Beijing Normal-Hong Kong Baptist University |
Recommended Citation GB/T 7714 | Cheung, Dennis,Cucker, Felipe. On the average condition of random linear programs[J]. SIAM Journal on Optimization, 2013, 23(2): 799-810. |
APA | Cheung, Dennis, & Cucker, Felipe. (2013). On the average condition of random linear programs. SIAM Journal on Optimization, 23(2), 799-810. |
MLA | Cheung, Dennis,et al."On the average condition of random linear programs". SIAM Journal on Optimization 23.2(2013): 799-810. |
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