Tree-Structure based Hybrid Computational Intelligence : Theoretical Foundations and Applications

Yuehui Chen, Ajith Abraham

ISBN 10: 3642047386 / ISBN 13: 9783642047381

Edité par Springer-Verlag GmbH, 2009

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Zustand: Sehr gut - Neubindung, 1. Auflage 2010, Buchschnitt leicht verkürzt | Seiten: 203 | Sprache: Englisch | Produktart: Bücher. N° de réf. du vendeur 5946464/12

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Titre : Tree-Structure based Hybrid Computational ...

Éditeur : Springer-Verlag GmbH

Date d'édition : 2009

Reliure : Couverture rigide

Etat : Sehr gut

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Présentation de l'éditeur:

Research in computational intelligence is directed toward building thinking machines and improving our understanding of intelligence. As evident, the ultimate achievement in this field would be to mimic or exceed human cognitive capabilities including reasoning, recognition, creativity, emotions, understanding, learning and so on. In this book, the authors illustrate an hybrid computational intelligence framework and it applications for various problem solving tasks. Based on tree-structure based encoding and the specific function operators, the models can be flexibly constructed and evolved by using simple computational intelligence techniques. The main idea behind this model is the flexible neural tree, which is very adaptive, accurate and efficient. Based on the pre-defined instruction/operator sets, a flexible neural tree model can be created and evolved.