Rough approximation of a preference relation by dominance relations

被引:522
作者
Greco, S
Matarazzo, B
Slowinski, R
机构
[1] Univ Catania, Fac Econ, I-95129 Catania, Italy
[2] Poznan Univ Tech, Inst Comp Sci, PL-60965 Poznan, Poland
关键词
rough sets theory; pairwise comparison table; multi-criteria choice and ranking problems; preference modeling; decision rules;
D O I
10.1016/S0377-2217(98)00127-1
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
An original methodology for using rough sets to preference modeling in multi-criteria decision problems is presented. This methodology operates on a pairwise comparison table (PCT), including pairs of actions described by graded preference relations on particular criteria and by a comprehensive preference relation. It builds up a rough approximation of a preference relation by graded dominance relations. Decision rules derived from the rough approximation of a preference relation can be used to obtain a recommendation in multi-criteria choice and ranking problems. The methodology is illustrated by an example of multi-criteria programming of water supply systems. (C) 1999 Published by Elsevier Science B.V. All rights reserved.
引用
收藏
页码:63 / 83
页数:21
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