Parallel Interval Type-2 Subsethood Neural Fuzzy Inference System

•A Subsethood based interval type-2 fuzzy neural evolutionary inference system.•Model is implemented on a parallel platform, it learns using differential evolution.•This model is hybrid of type-1 and type-2 fuzzy sets.•Works excellent on function approx., time series prediction, control applications...

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Bibliographic Details
Published in:	Expert systems with applications Vol. 60; pp. 156 - 168
Main Authors:	Sumati, Vuppuluri, Chellapilla, Patvardhan, Paul, Sandeep, Singh, Lotika
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 30.10.2016
Subjects:	Artificial neural networks Differential evolution Fuzzy logic Fuzzy set theory Inference Interval type-2 fuzzy sets Intervals Mathematical analysis Mathematical models Neural networks Neuro-fuzzy systems Parallel message passing interface Subsethood Differential evolution Parallel message passing interface Interval type-2 fuzzy sets Neuro-fuzzy systems Subsethood
ISSN:	0957-4174, 1873-6793
Online Access:	Get full text
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