Hierarchical Modular Granular Neural Networks with Fuzzy Aggregation

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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 h...

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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 h...

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  • Formats: pdf
  • ISBN: 9783319288628
  • Publication Date: 23 Feb 2016
  • Publisher: Springer International Publishing
  • Product language: English
  • Drm Setting: DRM