Hesitant information sets and application in group decision making

被引:11
|
作者
Aggarwal, Manish [1 ]
机构
[1] Indian Inst Management Ahmedabad, Ahmadabad, Gujarat, India
关键词
Information set; Hesitancy; Uncertainty measures; Intuitionistic; Group multi attribute decision making; FUZZY-SETS; CONSENSUS;
D O I
10.1016/j.asoc.2018.10.047
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The recent information set theory provides a useful mechanism to represent an agent's perceived information values. However, often a decision-maker (DM) considers multiple evaluations for the same information source value. To this end, we extend the recent information set as hesitant information set (HIS). It gives the multiple perceived information values, corresponding to an information source value. In the context of multi-attribute decision making, HIS represents a set of different possible subjective utilities that an agent may perceive as an evaluation of an alternative-attribute pair. The basic operations, and properties of HIS are investigated. A few information measures based on HIS are presented. Besides many illustrative examples, a real application in group multi attribute decision making problem is included. (C) 2018 Elsevier B.V. All rights reserved.
引用
收藏
页码:120 / 129
页数:10
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