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Hierarchical Modular Granular Neural Networks with Fuzzy Aggregation
Engelsk
Bogcover for Hierarchical Modular Granular Neural Networks with Fuzzy Aggregation af Patricia Melin, Daniela Sanchez, 9783319288611
Specifikationer
Sprog:
Engelsk
Sider:
101
ISBN-13:
9783319288611
Indbinding:
Paperback
ISBN-10:
331928861X
Udg. Dato:
2 mar 2016
Størrelse i cm:
23,4 x 15,5 x 0,9
Oplagsdato:
2 mar 2016

Hierarchical Modular Granular Neural Networks with Fuzzy Aggregation

Engelsk
Paperback 2016
Format:

Bog beskrivelse

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.

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Specifikationer
Sprog:
Engelsk
Sider:
101
ISBN-13:
9783319288611
Indbinding:
Paperback
ISBN-10:
331928861X
Udg. Dato:
2 mar 2016
Størrelse i cm:
23,4 x 15,5 x 0,9
Oplagsdato:
2 mar 2016
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