The Resource Uncertain Rule-Based Fuzzy Systems : Introduction and New Directions, 2nd Edition, by Jerry M. Mendel, (electronic resource)

Uncertain Rule-Based Fuzzy Systems : Introduction and New Directions, 2nd Edition, by Jerry M. Mendel, (electronic resource)

Label
Uncertain Rule-Based Fuzzy Systems : Introduction and New Directions, 2nd Edition
Title
Uncertain Rule-Based Fuzzy Systems
Title remainder
Introduction and New Directions, 2nd Edition
Statement of responsibility
by Jerry M. Mendel
Creator
Author
Author
Subject
Language
eng
Summary
The second edition of this textbook provides a fully updated approach to fuzzy sets and systems that can model uncertainty — i.e., “type-2” fuzzy sets and systems. The author demonstrates how to overcome the limitations of classical fuzzy sets and systems, enabling a wide range of applications from time-series forecasting to knowledge mining to control. In this new edition, a bottom-up approach is presented that begins by introducing classical (type-1) fuzzy sets and systems, and then explains how they can be modified to handle uncertainty. The author covers fuzzy rule-based systems – from type-1 to interval type-2 to general type-2 – in one volume. For hands-on experience, the book provides information on accessing MatLab and Java software to complement the content. The book features a full suite of classroom material. Presents fully updated material on new breakthroughs in human-inspired rule-based techniques for handling real-world uncertainties; Allows those already familiar with type-1 fuzzy sets and systems to rapidly come up to speed to type-2 fuzzy sets and systems; Features complete classroom material including end-of-chapter exercises, a solutions manual, and three case studies -- forecasting of time series to knowledge mining from surveys and PID control
http://library.link/vocab/creatorName
Mendel, Jerry M
Dewey number
621.382
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
3_IYtNqLfaU
Image bit depth
0
LC call number
TK1-9971
Literary form
non fiction
http://library.link/vocab/subjectName
  • Telecommunication
  • Engineering
  • Artificial intelligence
  • Communications Engineering, Networks
  • Computational Intelligence
  • Artificial Intelligence
  • Mathematical Models of Cognitive Processes and Neural Networks
Label
Uncertain Rule-Based Fuzzy Systems : Introduction and New Directions, 2nd Edition, by Jerry M. Mendel, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
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 -- Part 1: Type-1 Fuzzy Sets and Systems -- Short Primers on Type-1 Fuzzy Sets and Fuzzy Logic -- Type-1 Fuzzy Logic Systems -- Part 2: Type-2 Fuzzy Sets -- Sources of Uncertainty -- Type-2 Fuzzy Sets -- Operations on and Properties OF Type-2 Fuzzy Sets -- Type-2 Relations and Compositions -- Centroid of a Type-2 Fuzzy Set: Type-Reduction -- Part 3: Type-2 Fuzzy Logic Systems -- Mamdani Interval Type-2 Fuzzy Logic Systems (IT2 FLSS) -- TSK Interval Type-2 Fuzzy Logic Systems -- General Type-2 Fuzzy Logic Systems (GT2 FLSS) -- Conclusion
Dimensions
unknown
Edition
2nd ed. 2017.
Extent
1 online resource (XXII, 684 p. 215 illus., 192 illus. in color.)
File format
multiple file formats
Form of item
online
Isbn
9783319513706
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-51370-6
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (CKB)4340000000062367
  • (DE-He213)978-3-319-51370-6
  • (EXLCZ)994340000000062367
Label
Uncertain Rule-Based Fuzzy Systems : Introduction and New Directions, 2nd Edition, by Jerry M. Mendel, (electronic resource)
Publication
Antecedent source
mixed
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 -- Part 1: Type-1 Fuzzy Sets and Systems -- Short Primers on Type-1 Fuzzy Sets and Fuzzy Logic -- Type-1 Fuzzy Logic Systems -- Part 2: Type-2 Fuzzy Sets -- Sources of Uncertainty -- Type-2 Fuzzy Sets -- Operations on and Properties OF Type-2 Fuzzy Sets -- Type-2 Relations and Compositions -- Centroid of a Type-2 Fuzzy Set: Type-Reduction -- Part 3: Type-2 Fuzzy Logic Systems -- Mamdani Interval Type-2 Fuzzy Logic Systems (IT2 FLSS) -- TSK Interval Type-2 Fuzzy Logic Systems -- General Type-2 Fuzzy Logic Systems (GT2 FLSS) -- Conclusion
Dimensions
unknown
Edition
2nd ed. 2017.
Extent
1 online resource (XXII, 684 p. 215 illus., 192 illus. in color.)
File format
multiple file formats
Form of item
online
Isbn
9783319513706
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-51370-6
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (CKB)4340000000062367
  • (DE-He213)978-3-319-51370-6
  • (EXLCZ)994340000000062367

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