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MOPTA 05
July 25-27, 2005, Windsor ON Canada
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MOPTA 05 Presentation Information


Title:
How Good Are Interior Point Methods? Klee-Minty Cubes Tighten Iteration-complexity Bounds
Presenter:
Eissa Nematollahi
Presenter's Affiliation:
McMaster University
Presenter's E-mail address:
nematoe@mcmaster.ca
Authors:
Antoine Deza, Eissa Nematollahi, Tamas Terlaky
Abstract (100 words or less):
Refining a recently introduced example that forces the central path to visit all the vertices of the Klee-Minty $n$-cube, we exhibit a nearly worst-case example for path-following interior point methods. Namely, while the theoretical iteration-complexity upper bound is $O(2^{n}n^{\frac{5}{2}})$, we prove that
solving this $n$-dimensional linear optimization problem requires at least $2^n-1$ iterations.