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Approximate reasoning with generalized orthopair fuzzy sets
- 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.
- Subjects :
- 0209 industrial biotechnology
Fuzzy measure theory
Neuro-fuzzy
business.industry
Fuzzy set
02 engineering and technology
Type-2 fuzzy sets and systems
Defuzzification
020901 industrial engineering & automation
Hardware and Architecture
Signal Processing
0202 electrical engineering, electronic engineering, information engineering
Fuzzy number
Fuzzy set operations
020201 artificial intelligence & image processing
Artificial intelligence
business
Algorithm
Software
Membership function
Information Systems
Mathematics
Subjects
Details
- ISSN :
- 15662535
- Volume :
- 38
- Database :
- OpenAIRE
- Journal :
- Information Fusion
- Accession number :
- edsair.doi...........cb95f0d9fb54a992aa45b25f69a57ef6