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Selection by pairwise comparisons with limited resources | | Paolo Laureti
; Joachim Mathiesen
; Yi-Cheng Zhang
; | | Date: |
10 Mar 2004 | | Journal: | Physica A, Vol: 338, Issue: 3-4, July 15, 2004 | | Subject: | Statistical Mechanics; Disordered Systems and Neural Networks; Data Analysis, Statistics and Probability; Physics and Society; Adaptation and Self-Organizing Systems | cond-mat.stat-mech cond-mat.dis-nn nlin.AO physics.data-an physics.soc-ph | | Abstract: | We analyze different methods of sorting and selecting a set of objects by their intrinsic value, via pairwise comparisons whose outcome is uncertain. After discussing the limits of repeated Round Robins, two new methods are presented: The {it ran-fil} requires no previous knowledge on the set under consideration, yet displaying good performances even in the least favorable case. The {it min-ent} method sets a benchmark for optimal dynamic tournaments design. | | Source: | arXiv, cond-mat/0403270 | | Services: | Forum | Review | PDF | Favorites | |
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