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Approximate reasoning with generalized orthopair fuzzy sets

Authors :
Naif Alajlan
Ronald R. Yager
Source :
Information Fusion. 38:65-73
Publication Year :
2017
Publisher :
Elsevier BV, 2017.

Abstract

Introduction to Generalized Orthopair Fuzzy Sets.Discussion Knowledge Representation With Generalized Orthopair Fuzzy Sets.Inference Mechanism for Orthopair Approximate Reasoning System.Formulation of the Ideas of Possibility and Certainty Using Orthopair Fuzzy Sets. We introduce the idea of generalized orthopair fuzzy sets, which provide an extension of intuitionistic fuzzy sets. The basic properties of these generalized orthopair fuzzy sets are discussed. We discuss the use of these sets in knowledge representation. We consider the use of these types of orthopair fuzzy sets as a basis for the system of approximate reasoning introduced by Zadeh. This is referred to as OPAR. The basic operations of OPAR are introduced. A reasoning mechanism in OPAR, based on the idea of entailment, is provided. We look at the formulation of the ideas of possibility and certainty using these orthopair fuzzy sets.

Details

ISSN :
15662535
Volume :
38
Database :
OpenAIRE
Journal :
Information Fusion
Accession number :
edsair.doi...........cb95f0d9fb54a992aa45b25f69a57ef6