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Status已发表Published
TitleOn the average condition of random linear programs
Creator
Date Issued2013
Source PublicationSIAM Journal on Optimization
ISSN1052-6234
Volume23Issue: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.

KeywordAverage-case analysis Conditioning Linear programming
DOI10.1137/120869390
URLView source
Indexed BySCIE
Language英语English
WOS Research AreaMathematics
WOS SubjectMathematics, Applied
WOS IDWOS:000321044000006
Scopus ID2-s2.0-84880753864
Citation statistics
Cited Times:1[WOS]   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
Identifierhttp://repository.uic.edu.cn/handle/39GCC9TT/6541
CollectionFaculty 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 AffilicationBeijing 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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