The Resource Fuzzy and neural : interactions and applications, by James J. Buckley, Thomas Feuring, (electronic resource)

Fuzzy and neural : interactions and applications, by James J. Buckley, Thomas Feuring, (electronic resource)

Label
Fuzzy and neural : interactions and applications
Title
Fuzzy and neural
Title remainder
interactions and applications
Statement of responsibility
by James J. Buckley, Thomas Feuring
Creator
Contributor
Subject
Language
eng
Summary
This book is about recent research area described as the intersection of fuzzy sets, (layered, feedforward) neural nets and evolutionary algorithms. Also called "soft computing". The treatment is elementary in that all "proofs" have been relegated to the references and the only mathematical prerequisite is elementary differential calculus. No previous knowledge of neural nets nor fuzzy sets is needed. Most of the discussion centers around the authors' own research in this area over the last ten years. The book brings together results on: (1) approximations between neural nets and fuzzy systems; (2) building hybrid neural nets for fuzzy systems; (3) approximations between fuzzy neural nets for fuzzy systems. New results include the use of evolutionary algorithms to train fuzzy neural nets and the introduction of a "fuzzy teaching machine". The interaction between fuzzy and neural is also illustrated in the use of neural nets to solve fuzzy problems and the use of fuzzy neural nets to solve the "overfitting" problem of regular neural nets. Besides giving a comprehensive theoretical survey of these results the authors also survey the unsolved problems in this exciting, new, area of research
Member of
Cataloging source
NUI
http://library.link/vocab/creatorDate
1936-
http://library.link/vocab/creatorName
Buckley, James J.
Dewey number
006.3
Image bit depth
0
Index
index present
LC call number
  • QA76.9.S63
  • TJ210.2-211.495
LC item number
B83 1998
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
Feuring, Thomas
Series statement
Studies in fuzziness and soft computing
Series volume
25
http://library.link/vocab/subjectName
  • Soft computing
  • Fuzzy systems
  • Neural networks (Computer science)
  • Computer Science
  • Artificial Intelligence (incl. Robotics)
  • Control, Robotics, Mechatronics
  • Business Information Systems
  • Fuzzy systems
  • Neural networks (Computer science)
  • Soft computing
Label
Fuzzy and neural : interactions and applications, by James J. Buckley, Thomas Feuring, (electronic resource)
Link
http://dx.doi.org/10.1007/978-3-7908-1881-9
Instantiates
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Introduction -- Fuzzy Sets and Fuzzy Functions -- Neural Nets -- First Approximation Results -- Hybrid Neural Nets -- Neural Nets Solve Fuzzy Problems -- Fuzzy Neural Nets -- Second Approximation Results -- Hybrid Fuzzy Neural Nets -- Applications of Hybrid Fuzzy Neural Nets and Fuzzy Neural Nets -- Fuzzy Teaching Machine -- Summary, Future Research and Conclusions
Dimensions
unknown
Extent
1 online resource (xiii, 162 pages).
File format
multiple file formats
Form of item
online
Isbn
9783662118078
Isbn Type
(print)
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-7908-1881-9
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (OCoLC)859585212
  • (OCoLC)ocn859585212
Label
Fuzzy and neural : interactions and applications, by James J. Buckley, Thomas Feuring, (electronic resource)
Link
http://dx.doi.org/10.1007/978-3-7908-1881-9
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Introduction -- Fuzzy Sets and Fuzzy Functions -- Neural Nets -- First Approximation Results -- Hybrid Neural Nets -- Neural Nets Solve Fuzzy Problems -- Fuzzy Neural Nets -- Second Approximation Results -- Hybrid Fuzzy Neural Nets -- Applications of Hybrid Fuzzy Neural Nets and Fuzzy Neural Nets -- Fuzzy Teaching Machine -- Summary, Future Research and Conclusions
Dimensions
unknown
Extent
1 online resource (xiii, 162 pages).
File format
multiple file formats
Form of item
online
Isbn
9783662118078
Isbn Type
(print)
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-7908-1881-9
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (OCoLC)859585212
  • (OCoLC)ocn859585212

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