Könyv Hierarchical Modular Granular Neural Networks with Fuzzy Aggregation Daniela Sanchez

Hierarchical Modular Granular Neural Networks with Fuzzy Aggregation

Nyelv: Angol
Kötés: Puha kötésű
Elérhetőség: Beszállítói készleten
Küldés 5-8 napon belül
19 721 Ft
In this book, a§new method for hybrid intelligent systems is proposed. The proposed method is§based...

Információk a könyvről

Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2016
oldal
101
EAN
9783319288611
ISBN
331928861X
Enbook ID
02876357
Súly
1825
Méretek
155 x 235 x 4

Teljes leírás

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

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