Group decision making in linguistic contexts: an information granulation approach

被引:5
|
作者
Cabrerizo, F. J. [1 ]
Pedrycz, W. [2 ]
Perez, I. J. [3 ]
Alonso, S. [4 ]
Herrera-Viedma, E. [1 ]
机构
[1] Univ Granada, Dept Comp Sci & Artificial Intelligence, E-18071 Granada, Spain
[2] Univ Alberta, Dept Elect & Comp Engn, Edmonton, AB T6G 2G7, Canada
[3] Univ Cadiz, Dept Comp Sci & Engn, Cadiz 11519, Spain
[4] Univ Granada, Dept Software Engn, E-18071 Granada, Spain
关键词
Group decision making; linguistic information; information granulation; consistency; CONSENSUS MODEL; FUZZY-SETS; CONSISTENCY; REPRESENTATION; OPTIMIZATION; GRANULARITY; DEAL;
D O I
10.1016/j.procs.2016.07.062
中图分类号
F [经济];
学科分类号
02 ;
摘要
Group decision making situations are part of today's organizations. It is a type of decision making involving many decision makers which act collectively to choose the best alternative (or alternatives) from a set of feasible alternatives. Usually, numerical values have been used by the decision makers to express their opinions on the possible alternatives. However, as the standard representation of the concepts that humans use for communication is the natural language, words or linguistic terms instead of numerical values should be used by the decision makers to provide their preferences. In such a situation, the linguistic information has to be made operational in order to be fully utilized. In this contribution, assuming that decision makers express their opinions by using linguistic terms, we present an information granulation of such a type of information, which is formulated as an optimization problem in which consistency is maximized by a suitable mapping of the linguistic terms on information granules. (C) 2016 The Authors. Published by Elsevier B.V.
引用
收藏
页码:715 / 724
页数:10
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