Optimization of interval type-2 fuzzy system using the PSO technique for predictive problems

Optimization of interval type-2 fuzzy system using the PSO technique for predictive problems

An interval type-2 fuzzy logic system (IT2FLS) can function well with uncertain data, with which a type-1 fuzzy logic system (T1FLS) is ineffective because its membership function rests upon crisp values. However, similar to T1FLSs, there are challenges associated with IT2FLSs in selecting parameter...

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Bibliographic Details
Main Authors: Dinh Sinh Mai, Trong Hop Dang, Long Thanh Ngo
Format: Article
Language:English
Published: Taylor & Francis Group 2021-04-01
Series:Journal of Information and Telecommunication
Subjects:
interval type-2 fuzzy set
fuzzy system
predictive problem
pso
membership function
Online Access:http://dx.doi.org/10.1080/24751839.2020.1833141

Internet

http://dx.doi.org/10.1080/24751839.2020.1833141

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