Bookcover of Evolutionary Machine Learning in Linguistic Knowledge Extraction
Booktitle:

Evolutionary Machine Learning in Linguistic Knowledge Extraction

LAP LAMBERT Academic Publishing (2016-05-17 )

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ISBN-13:

978-3-659-89103-8

ISBN-10:
3659891037
EAN:
9783659891038
Book language:
English
Blurb/Shorttext:
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.
Publishing house:
LAP LAMBERT Academic Publishing
Website:
https://www.lap-publishing.com/
By (author) :
Lamiaa Ahmed, Amr Badr, Mostafa Abd El-Azim
Number of pages:
140
Published on:
2016-05-17
Stock:
Available
Category:
Informatics
Price:
61.90 €
Keywords:
Genetic algorithms, Evolutionary Machine Learning, Linguistic Knowledge Extraction, Fuzzy logic

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