Evolutionary multi-objective optimization for evolving hierarchical fuzzy system

In this paper, a Multi-Objective Extended Genetic Programming (MOEGP) algorithm is developed to evolve the structure of the Hierarchical Flexible Beta Fuzzy System (HFBFS). The proposed algorithm allows finding the best representation of the hierarchical fuzzy system while trying to attain the desir...

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Bibliographic Details

Published in:	IEEE transactions on evolutionary computation pp. 3163 - 3170
Main Authors:	Jarraya, Yosra, Bouaziz, Souhir, Alimi, Adel M., Abraham, Ajith
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.05.2015
Subjects:	Accuracy Classification algorithms classification problems feature selection Fuzzy systems Genetic programming Hierarchical Flexible Beta Fuzzy System hybrid Bacterial Foraging Optimization Algorithm Multi-Objective Extended Genetic Programming algorithm Optimization Sociology Statistics
ISSN:	1089-778X
Online Access:	Get full text
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