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Modeling group assessments by means of hesitant fuzzy linguistic term sets
- Source :
- Recercat. Dipósit de la Recerca de Catalunya, instname, UPCommons. Portal del coneixement obert de la UPC, Universitat Politècnica de Catalunya (UPC)
- Publication Year :
- 2017
- Publisher :
- Elsevier BV, 2017.
-
Abstract
- Hesitant linguistic term sets have been introduced to capture the human way of reasoning using linguistic expressions involving different levels of precision. In this paper, a lattice structure is provided to the set of hesitant fuzzy linguistic term sets by means of the operations intersection and connected union. In addition, in a group decision making framework, hesitant fuzzy linguistic descriptions are defined to manage situations in which decision makers are assessing different alternatives by means of hesitant fuzzy linguistic term sets. Based on the introduced lattice structure, two distances between hesitant fuzzy linguistic descriptions are defined. These metric structures allow distances between decision makers to be computed. A centroid of the decision making group is proposed for each distance to model group representatives in the considered group decision making framework.
- Subjects :
- Artificial intelligence
Information theory
Matemàtiques i estadística::Investigació operativa::Programació matemàtica [Àrees temàtiques de la UPC]
Logic
020209 energy
Matemàtiques i estadística::Matemàtica aplicada a les ciències [Àrees temàtiques de la UPC]
02 engineering and technology
68 Computer science::68T Artificial intelligence [Classificació AMS]
Group decision making
Uncertainty and fuzzy reasoning
0202 electrical engineering, electronic engineering, information engineering
94 Information And Communication, Circuits::94D05 Fuzzy sets and logic [Classificació AMS]
Set (psychology)
Mathematics
Group (mathematics)
Intersection (set theory)
business.industry
Linguistic modeling
Intel·ligència artificial
Applied Mathematics
Centroid
Hesitant linguistic term sets
Group decision-making
Term (time)
Informació, Teoria de la
Metric (mathematics)
Fuzzy linguistic
020201 artificial intelligence & image processing
business
Subjects
Details
- ISSN :
- 15708683
- Volume :
- 23
- Database :
- OpenAIRE
- Journal :
- Journal of Applied Logic
- Accession number :
- edsair.doi.dedup.....d26a8421abfcc9d2096a15e22f216d48