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Open AccessComputer ScienceMathematics

Robust linear programming discrimination of two linearly inseparable sets

Kristin P. Bennett, O. Mangasarian

1992OPTIMIZATION METHODS & SOFTWARE

DOI: 10.1080/10556789208805504

tlooto Summary

A single linear programming formulation is proposed which generates a plane that of minimizes an average sum of misclassified points belonging to two disjoint points sets in n-dimensional real space, without the imposition of extraneous normalization constraints that inevitably fail to handle certain cases.

Abstract

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Citation format

BENNETT, Kristin P.; MANGASARIAN, O. Robust linear programming discrimination of two linearly inseparable sets. OPTIMIZATION METHODS & SOFTWARE, 1992, 1: 23–34.