Kniha Evolutionary Machine Learning in Linguistic Knowledge Extraction Lamiaa Ahmed

Evolutionary Machine Learning in Linguistic Knowledge Extraction

Jazyk: Angličtina
Vazba: Brožovaná
Dostupnost: Skladem u dodavatele
Odesíláme za 5-8 dnů
1 219
This book is proposing a hybrid algorithm of two fuzzy genetic-based machine learning approaches - M...

Informace o knize

Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2016
Stránek
140
EAN
9783659891038
Enbook ID
13411736
Hmotnost
225
Rozměry
150 x 220 x 8

Kompletní popis

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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