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Hierarchical Modular Granular Neural Networks with Fuzzy Aggregation
Engelsk Paperback
Hierarchical Modular Granular Neural Networks with Fuzzy Aggregation
Engelsk Paperback

478 kr
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Om denne bog

In this book, anew method for hybrid intelligent systems is proposed. The proposed method isbased on a granular computing approach applied in two levels. The techniquesused and combined in the proposed method are modular neural networks (MNNs)with a Granular Computing (GrC) approach, thus resulting in a new concept ofMNNs; modular granular neural networks (MGNNs). In addition fuzzy logic (FL)and hierarchical genetic algorithms (HGAs) are techniques used in this researchwork to improve results. These techniques are chosen because in other workshave demonstrated to be a good option, and in the case of MNNs and HGAs, thesetechniques allow to improve the results obtained than with their conventionalversions; respectively artificial neural networks and genetic algorithms.

Product detaljer
Sprog:
Engelsk
Sider:
101
ISBN-13:
9783319288611
Indbinding:
Paperback
Udgave:
ISBN-10:
331928861X
Udg. Dato:
2 mar 2016
Længde:
0mm
Bredde:
155mm
Højde:
235mm
Forlag:
Springer International Publishing AG
Oplagsdato:
2 mar 2016
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