Algebraic structures for Dominance-based Rough Set Approach

被引:0
作者
Greco, Salvatore [1 ]
Matarazzo, Benedetto [1 ]
Slowinski, Roman [2 ,3 ]
机构
[1] Univ Catania, Fac Econ, I-95129 Catania, Italy
[2] Poznan Tech Univ, Inst Comp Sci, PL-60965 Poznan, Poland
[3] Polish Acad Sci, Syst Res Inst, PL-01447 Warsaw, Poland
来源
ROUGH SETS AND KNOWLEDGE TECHNOLOGY | 2008年 / 5009卷
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中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Dominance-based Rough Set Approach (DRSA) has been proposed to generalize classical rough set approach when monotonicity between memberships to considered concepts has to be taken into account. This is typical for data describing various phenomena, e.g., "the larger the mass and the smaller the distance, the larger the gravity". These monotonicity relationships are fundamental in rough set approach to multiple criteria decision analysis. In this paper, we propose an algebraic structure for DRSA.
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页码:252 / 259
页数:8
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