DocumentCode :
230083
Title :
A consensus reaching support system based on concepts of ideal and anti-ideal point
Author :
Golunska, Dominika ; Kacprzyk, Janusz ; Zadrozny, Slawomir
Author_Institution :
Dept. of Autom. Control & Inf. Technol, Cracow Univ. of Technol., Cracow, Poland
fYear :
2014
fDate :
24-26 June 2014
Firstpage :
1
Lastpage :
6
Abstract :
We present an idea of supporting the consensus reaching process, and its related group decision making process in a small group of autonomous decision makers (agents). Our approach is based on some fuzzy-logic-based representations, involving the use of fuzzy preference structure and linguistic quantifiers in a soft measure of the consensus, proposed by Kacprzyk and Fedrizzi, that is the degree to which: “most of agents agree with their preferences to the most of options”. The focus is on the consensus reaching process which is run by a moderator. This process is enhanced and accelerated by applying various modern concepts and techniques that are based on the use of some additional higher-level information. Here, we combine the use of a natural language knowledge representation and the concept of an ideal and anti-ideal point, and its related TOPSIS method which determines a solution with the longest distance from the anti-ideal solution and the shortest distance to the ideal one. The improvement of obtaining a higher degree of consensus within the group of agents by using the enhanced moderated consensus reaching support system is illustrated with a numerical example.
Keywords :
decision making; fuzzy set theory; knowledge representation; multi-agent systems; TOPSIS method; agent preference; anti-ideal point concept; consensus reaching process; consensus reaching support system; fuzzy preference structure; fuzzy-logic-based representation; group decision making process; ideal point concept; linguistic quantifiers; natural language knowledge representation; soft consensus measure; Acceleration; Decision making; Electronic mail; Knowledge representation; Linear programming; Natural languages; Pragmatics;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Norbert Wiener in the 21st Century (21CW), 2014 IEEE Conference on
Conference_Location :
Boston, MA
Type :
conf
DOI :
10.1109/NORBERT.2014.6893874
Filename :
6893874
Link To Document :
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