AN IMPROVED AND SIMPLIFIED FULL-NEWTON STEP O(n) INFEASIBLE INTERIOR-POINT METHOD FOR LINEAR OPTIMIZATION

被引:23
|
作者
Roos, C. [1 ]
机构
[1] Delft Univ Technol, Fac Elect Engn Comp Sci & Math, NL-2600 GA Delft, Netherlands
关键词
linear optimization; interior-point method; infeasible method; primal-dual method; polynomial complexity; ALGORITHM;
D O I
10.1137/140975462
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
We present an improved version of an infeasible interior-point method for linear optimization published in 2006. In the earlier version each iteration consisted of one so-called feasibility step and a few-at most three-centering steps. In this paper each iteration consists of only a feasibility step, whereas the iteration bound improves the earlier bound by a factor 2 root 2. The improvements are due to a new lemma that gives a much tighter upper bound for the proximity after the feasibility step.
引用
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页码:102 / 114
页数:13
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