A COMBINING MATHEMATICAL PROGRAMMING METHOD FOR

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Gazi University Journal of Science
Volume:24 Issue:1
A COMBINING MATHEMATICAL PROGRAMMING METHOD FOR

A COMBINING MATHEMATICAL PROGRAMMING METHOD FOR

Authors : Hhasan ÖRKCÜ, Hasan BAL

Pages : 77-84

View : 16 | Download : 12

Publication Date : 2011-01-14

Article Type : Other Papers

Abstract :In spite of the abundance of articles on mathematical programming models to the two-group classification problem, very few have addressed the multi-group classification problem using mathematical programming. This study presents a new multi-group data classification method based on mathematical programming. A new multi-group data classification model is proposed in this study that includes the strong properties of the mathematical programming models previously suggested for multi-group classification problems in the literature. The efficiency of proposed approach is tested on the well-known IRIS data set. The results on the IRIS data set show that our proposed method is usability and efficient on multi-group classification problems.
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