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Fuzzy goal programming model for classification problems

delete2015-07-06
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PRE
AI
S
Soulef Smaoui
B
Belaı̈d Aouni *
DOI:10.1007/s10479-015-1908-3delete
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Abstract

Abstract

En 中文
The aim of this paper is to propose a new approach, based on fuzzy goal programming, for classification problems where the cut-off value c corresponding to the discriminant axe is considered as imprecise. The fuzziness was handled through different membership functions. The proposed model will be illustrated through two and multi-groups classification problems.
Keywords:
Classification problems
Discriminant analysis
Imprecise goal programming model
Mathematical programming
Fuzzy numbers
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Journal

Annals of Operations Research cover
Annals of Operations Research
IF:
4.5
Papers:
8.0K
Citations:
2.1W

Organization

U
universite de sfax
Scholars:
8.9K
Papers: 7.7K
Citations: 5
Q
Qatar University
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Papers: 9.0K
Citations: 16