Evolutionary Machine Learning in Linguistic Knowledge Extraction - Couverture souple

Ahmed, Lamiaa; Badr, Amr; Abd El-Azim, Mostafa

 
9783659891038: Evolutionary Machine Learning in Linguistic Knowledge Extraction
Couverture souple
ISBN 10 : 3659891037 ISBN 13 : 9783659891038
Editeur : LAP LAMBERT Academic Publishing, 2016

Synopsis

This book is proposing a hybrid algorithm of two fuzzy genetic-based machine learning approaches - Michigan and Pittsburgh - for designing fuzzy rule-based classification systems. The search ability of each approach is examined to efficiently find fuzzy rule-based systems with high classification accuracy. These two approaches are combined into a single hybrid algorithm. The generalization ability of fuzzy rule-based classification systems, designed by the proposed hybrid algorithm is examined on real data sets. Experimental results show that the hybrid algorithm has higher search ability within a population of individual rules and within a population of rule sets.

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Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2016
Langue
anglais
ISBN 10 
3659891037
ISBN 13 
9783659891038
Reliure
Broché
Nombre de pages
140
Coordonnées du fabricant
non disponible
Personne responsable
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