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

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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.

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xii, 193 leaves: ill.

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Wanarat, Pradit May 1994.

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  • Wanarat, Pradit

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Description

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.

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xii, 193 leaves: ill.

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UNT Theses and Dissertations

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  • May 1994

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  • March 26, 2014, 9:30 a.m.

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  • Dec. 16, 2014, 1:38 p.m.

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Wanarat, Pradit. The Effect of Certain Modifications to Mathematical Programming Models for the Two-Group Classification Problem, dissertation, May 1994; Denton, Texas. (digital.library.unt.edu/ark:/67531/metadc278866/: accessed August 17, 2018), University of North Texas Libraries, Digital Library, digital.library.unt.edu; .