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The Effect of Certain Modifications to Mathematical Programming Models for the Two-Group Classification Problem

This research examines certain modifications of the mathematical programming models to improve their classificatory performance. These modifications involve the inclusion of second-order terms and secondary goals in mathematical programming models. A Monte Carlo simulation study is conducted to investigate the performance of two standard parametric models and various mathematical programming models, including the MSD (minimize sum of deviations) model, the MIP (mixed integer programming) model and the hybrid linear programming model.

Identiferoai:union.ndltd.org:unt.edu/info:ark/67531/metadc278866
Date05 1900
CreatorsWanarat, Pradit
ContributorsPavur, Robert J., Williams, Fredrik P., Kvanli, Alan, Jayakumar, Maliyakal D., Hagan, Melvin R.
PublisherUniversity of North Texas
Source SetsUniversity of North Texas
LanguageEnglish
Detected LanguageEnglish
TypeThesis or Dissertation
Formatxii, 193 leaves: ill., Text
RightsPublic, Copyright, Copyright is held by the author, unless otherwise noted. All rights reserved., Wanarat, Pradit

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