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COUNTEREXAMPLE TO A CONJECTURE ON AN INFEASIBLE INTERIOR-POINT METHOD.

Authors :
GU, G.
ROOS, C.
Source :
SIAM Journal on Optimization. 2010, Vol. 20 Issue 4, p1862-1867. 6p. 1 Chart, 1 Graph.
Publication Year :
2010

Abstract

In [SIAM J. Optim., 16 (2006), pp. 1110-1136], Roos proved that the devised fullstep infeasible algorithm has O(n) worst-case iteration complexity. This complexity bound depends linearly on a parameter Κ̄(&zata;, which is proved to be less than √2n. Based on extensive computational evidence (hundreds of thousands of randomly generated problems), Roos conjectured that Κ̄(ζ) = 1 (Conjecture 5.1 in the above-mentioned paper), which would yield an O(√n) iteration full-Newton step infeasible interior-point algorithm. In this paper we present an example showing that Κ̄(ζ) is in the order of √n, the same order as that proved in Roos's original paper. In other words, the conjecture is false. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10526234
Volume :
20
Issue :
4
Database :
Academic Search Index
Journal :
SIAM Journal on Optimization
Publication Type :
Academic Journal
Accession number :
51886622
Full Text :
https://doi.org/10.1137/080729505