The Resource Hierarchical modular granular neural networks with fuzzy aggregation, Daniela Sanchez, Patricia Melin

Hierarchical modular granular neural networks with fuzzy aggregation, Daniela Sanchez, Patricia Melin

Label
Hierarchical modular granular neural networks with fuzzy aggregation
Title
Hierarchical modular granular neural networks with fuzzy aggregation
Statement of responsibility
Daniela Sanchez, Patricia Melin
Creator
Contributor
Author
Subject
Language
eng
Summary
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
Member of
Cataloging source
N$T
Dewey number
006.3
Illustrations
illustrations
Index
index present
LC call number
QA76.9.S63
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Series statement
SpringerBriefs in applied sciences and technology, Computational intelligence
Label
Hierarchical modular granular neural networks with fuzzy aggregation, Daniela Sanchez, Patricia Melin
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
http://library.link/vocab/branchCode
  • net
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Introduction -- Background and Theory -- Proposed Method -- Application to Human Recognition -- Experimental Results -- Conclusions
Control code
ocn941134370
Dimensions
unknown
Extent
1 online resource (viii, 101 pages)
File format
unknown
Form of item
online
Isbn
9783319288628
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-28862-8
Other physical details
illustrations (some color)
Quality assurance targets
unknown
http://library.link/vocab/recordID
.b35302276
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)941134370
  • springer331928861X

Library Locations

    • Deakin University Library - Geelong Waurn Ponds CampusBorrow it
      75 Pigdons Road, Waurn Ponds, Victoria, 3216, AU
      -38.195656 144.304955
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