A Decision Rule Aggregation Approach to Multiple Criteria-Multiple Participant Sorting

被引：27

作者：

Chen, Y. ^{[2
]}

Kilgour, D. Marc ^{[1
]}

Hipel, Keith W. ^{[3
]}

机构：

[1] Wilfrid Laurier Univ, Dept Math, Waterloo, ON N2L 3C5, Canada

[2] Nanjing Univ Aeronaut & Astronaut, Coll Econ & Management, Nanjing 210016, Jiangsu, Peoples R China

[3] Univ Waterloo, Dept Syst Design Engn, Waterloo, ON N2L 3G1, Canada

来源：

GROUP DECISION AND NEGOTIATION | 2012年 / 21卷 / 05期

基金：

中国国家自然科学基金;

关键词：

Group decision making; Multiple criteria-multiple participant sorting; Dominance-based rough set approach; Dempster-Shafer theory of evidence; Decision rule aggregation; MULTICRITERIA CLASSIFICATION; DS/AHP; MODEL;

D O I：

10.1007/s10726-011-9246-6

中图分类号：

C93 [管理学];

学科分类号：

12 ; 1201 ; 1202 ; 120202 ;

摘要：

A system that aggregates case-based linguistic decision rules using a hybrid of the dominance-based rough set approach (DRSA) and the Dempster-Shafer (DS) theory of evidence is proposed for multiple criterion-multiple participant sorting. First, DRSA is employed to infer linguistic decision rules that estimate the preferences of a few participants by means of their evaluations of representative case sets. Next, DS theory is applied to aggregate the decision rules triggered by all participants' evaluations of an alternative, thereby generating an overall decision recommendation for the alternative. The method is demonstrated on a numerical example.

引用

页码：727 / 745

页数：19

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