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The Resource Adaptive fuzzy systems and control: design and stability analysis

Adaptive fuzzy systems and control: design and stability analysis

Label
Adaptive fuzzy systems and control: design and stability analysis
Title
Adaptive fuzzy systems and control: design and stability analysis
Creator
Subject
Language
eng
Summary
This volume develops a variety of adaptive fuzzy systems and applies them to a variety of engineering problems. It summarizes the state-of-the-art methods for automatic tuning of the parameters and structures of fuzzy logic systems
Cataloging source
UkLiU
http://library.link/vocab/creatorDate
1962-
http://library.link/vocab/creatorName
Wang, Li-Xin
Index
no index present
LC call number
TJ217
LC item number
.W15 1994
Literary form
non fiction
http://library.link/vocab/subjectName
  • Adaptive control systems
  • Fuzzy systems
Label
Adaptive fuzzy systems and control: design and stability analysis
Instantiates
Publication
Bibliography note
Includes bibliographical references (pages 221-227) and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
1. Introduction -- 2. Description and Analysis of Fuzzy Logic Systems -- 3. Training of Fuzzy Logic Systems Using Back-Propagation -- 4. Training of Fuzzy Logic Systems Using Orthogonal Least Squares -- 5. Training of Fuzzy Logic Systems Using a Table-Lookup Scheme -- 6. Training of Fuzzy Logic Systems Using Nearest Neighborhood Clustering -- 7. Comparison of Adaptive Fuzzy Systems with Artificial Neural Networks -- 8. Stable Indirect Adaptive Fuzzy Control of Nonlinear Systems -- 9. Stable Direct Adaptive Fuzzy Control of Nonlinear Systems -- 10. Design of Adaptive Fuzzy Controllers Using Input-Output Linearization Concept -- 11. Design and Stability Analysis of Fuzzy Identifiers of Nonlinear Dynamic Systems -- 12. Fuzzy Adaptive Filters -- 13. Conclusions -- App. A Proofs of the Universal Approximation and Stability Theorems
Dimensions
24 cm
Extent
xvii, 232 pages
Isbn
9780130996312
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations
Label
Adaptive fuzzy systems and control: design and stability analysis
Publication
Bibliography note
Includes bibliographical references (pages 221-227) and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
1. Introduction -- 2. Description and Analysis of Fuzzy Logic Systems -- 3. Training of Fuzzy Logic Systems Using Back-Propagation -- 4. Training of Fuzzy Logic Systems Using Orthogonal Least Squares -- 5. Training of Fuzzy Logic Systems Using a Table-Lookup Scheme -- 6. Training of Fuzzy Logic Systems Using Nearest Neighborhood Clustering -- 7. Comparison of Adaptive Fuzzy Systems with Artificial Neural Networks -- 8. Stable Indirect Adaptive Fuzzy Control of Nonlinear Systems -- 9. Stable Direct Adaptive Fuzzy Control of Nonlinear Systems -- 10. Design of Adaptive Fuzzy Controllers Using Input-Output Linearization Concept -- 11. Design and Stability Analysis of Fuzzy Identifiers of Nonlinear Dynamic Systems -- 12. Fuzzy Adaptive Filters -- 13. Conclusions -- App. A Proofs of the Universal Approximation and Stability Theorems
Dimensions
24 cm
Extent
xvii, 232 pages
Isbn
9780130996312
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations

Library Locations

    • Harold Cohen LibraryBorrow it
      Ashton Street, Liverpool, L69 3DA, GB
      53.418074 -2.967913
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