Evolutionary Machine Learning in Linguistic Knowledge Extraction - Softcover

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

 
9783659891038: Evolutionary Machine Learning in Linguistic Knowledge Extraction
Softcover
ISBN 10: 3659891037 ISBN 13: 9783659891038
Verlag: LAP LAMBERT Academic Publishing, 2016

Inhaltsangabe

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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Über die Autorin bzw. den Autor

Dr. Lamiaa H. Ahmed is a Lecturer of Computer Science at Modern Academy in Maadi, Cairo, Egypt. Computational Intelligence, Evolutionary Programming, Membrane Computing, Fuzzy Logic, Organic Computing and Java programming language are areas of interest.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2016
Sprache
Englisch
ISBN 10 
3659891037
ISBN 13 
9783659891038
Einband
Taschenbuch
Anzahl der Seiten
140
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Editions Vie
customerservice@vdm-vsg.de

Brivibas gatve 197
Riga
1039
Lettland