The Resource Flexible neuro-fuzzy systems : structures, learning, and performance evaluation, by Leszek Rutkowski, (electronic resource)

Flexible neuro-fuzzy systems : structures, learning, and performance evaluation, by Leszek Rutkowski, (electronic resource)

Label
Flexible neuro-fuzzy systems : structures, learning, and performance evaluation
Title
Flexible neuro-fuzzy systems
Title remainder
structures, learning, and performance evaluation
Statement of responsibility
by Leszek Rutkowski
Creator
Subject
Genre
Language
eng
Summary
Flexible Neuro-Fuzzy Systems is the first professional literature about the new class of powerful, flexible fuzzy systems. The author incorporates various flexibility parameters to the construction of neuro-fuzzy systems. This approach dramatically improves their performance, allowing the systems to perfectly represent the pattern encoded in data. Flexible Neuro-Fuzzy Systems is the only book that proposes a flexible approach to fuzzy modeling and fills the gap in existing literature. This book introduces new fuzzy systems which outperform previous approaches to system modeling and classification, and has the following features: -Provides a framework for unification, construction and development of neuro-fuzzy systems; -Presents complete algorithms in a systematic and structured fashion, facilitating understanding and implementation, -Covers not only advanced topics but also fundamentals of fuzzy sets, -Includes problems and exercises following each chapter, -Illustrates the results on a wide variety of simulations, -Provides tools for possible applications in business and economics, medicine and bioengineering, automatic control, robotics and civil engineering
Member of
Cataloging source
N$T
http://library.link/vocab/creatorName
Rutkowski, Leszek
Dewey number
006.3/2
Illustrations
illustrations
Index
index present
LC call number
QA76.87
LC item number
.R87 2004eb
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Series statement
Kluwer international series in engineering and computer science
Series volume
SECS 771
http://library.link/vocab/subjectName
  • Neural networks (Computer science)
  • Fuzzy systems
  • Mathematics
  • Artificial Intelligence (incl. Robotics)
  • Mathematical Logic and Foundations
  • Systems Theory, Control
  • COMPUTERS
  • Fuzzy systems
  • Neural networks (Computer science)
Label
Flexible neuro-fuzzy systems : structures, learning, and performance evaluation, by Leszek Rutkowski, (electronic resource)
Link
http://dx.doi.org/10.1007/b115533
Instantiates
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references (pages 265-276) and index
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
Foreword -- 1. Introduction -- 2. Elements Of The Theory Of Fuzzy Sets -- 3. Fuzzy Inference Systems -- 4. Flexibility In Fuzzy Systems -- 5. Flexible Or-Type Neuro-Fuzzy Systems -- 6. Flexible Compromise And-Type Neuro-Fuzzy Systems -- 7. Flexible Mamdani-Type Neuro-Fuzzy Systems -- 8. Flexible Logical-Type Neuro-Fuzzy Systems -- 9. Performance Comparison Of Neuro-Fuzzy Systems -- Appendix -- Bibliography -- Index
Dimensions
unknown
Extent
1 online resource (xiii, 279 pages)
File format
unknown
Form of item
online
Isbn
9781402080432
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other physical details
illustrations.
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)56123255
  • (OCoLC)ocm56123255
Label
Flexible neuro-fuzzy systems : structures, learning, and performance evaluation, by Leszek Rutkowski, (electronic resource)
Link
http://dx.doi.org/10.1007/b115533
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references (pages 265-276) and index
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
Foreword -- 1. Introduction -- 2. Elements Of The Theory Of Fuzzy Sets -- 3. Fuzzy Inference Systems -- 4. Flexibility In Fuzzy Systems -- 5. Flexible Or-Type Neuro-Fuzzy Systems -- 6. Flexible Compromise And-Type Neuro-Fuzzy Systems -- 7. Flexible Mamdani-Type Neuro-Fuzzy Systems -- 8. Flexible Logical-Type Neuro-Fuzzy Systems -- 9. Performance Comparison Of Neuro-Fuzzy Systems -- Appendix -- Bibliography -- Index
Dimensions
unknown
Extent
1 online resource (xiii, 279 pages)
File format
unknown
Form of item
online
Isbn
9781402080432
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other physical details
illustrations.
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)56123255
  • (OCoLC)ocm56123255

Library Locations

  • Architecture LibraryBorrow it
    Gould Hall 830 Van Vleet Oval Rm. 105, Norman, OK, 73019, US
    35.205706 -97.445050
  • Bizzell Memorial LibraryBorrow it
    401 W. Brooks St., Norman, OK, 73019, US
    35.207487 -97.447906
  • Boorstin CollectionBorrow it
    401 W. Brooks St., Norman, OK, 73019, US
    35.207487 -97.447906
  • Chinese Literature Translation ArchiveBorrow it
    401 W. Brooks St., RM 414, Norman, OK, 73019, US
    35.207487 -97.447906
  • Engineering LibraryBorrow it
    Felgar Hall 865 Asp Avenue, Rm. 222, Norman, OK, 73019, US
    35.205706 -97.445050
  • Fine Arts LibraryBorrow it
    Catlett Music Center 500 West Boyd Street, Rm. 20, Norman, OK, 73019, US
    35.210371 -97.448244
  • Harry W. Bass Business History CollectionBorrow it
    401 W. Brooks St., Rm. 521NW, Norman, OK, 73019, US
    35.207487 -97.447906
  • History of Science CollectionsBorrow it
    401 W. Brooks St., Rm. 521NW, Norman, OK, 73019, US
    35.207487 -97.447906
  • John and Mary Nichols Rare Books and Special CollectionsBorrow it
    401 W. Brooks St., Rm. 509NW, Norman, OK, 73019, US
    35.207487 -97.447906
  • Library Service CenterBorrow it
    2601 Technology Place, Norman, OK, 73019, US
    35.185561 -97.398361
  • Price College Digital LibraryBorrow it
    Adams Hall 102 307 West Brooks St., Norman, OK, 73019, US
    35.210371 -97.448244
  • Western History CollectionsBorrow it
    Monnet Hall 630 Parrington Oval, Rm. 300, Norman, OK, 73019, US
    35.209584 -97.445414
Processing Feedback ...