The Resource Type-2 Fuzzy Logic : Uncertain Systems’ Modeling and Control, by Rómulo Antão, (electronic resource)

Type-2 Fuzzy Logic : Uncertain Systems’ Modeling and Control, by Rómulo Antão, (electronic resource)

Label
Type-2 Fuzzy Logic : Uncertain Systems’ Modeling and Control
Title
Type-2 Fuzzy Logic
Title remainder
Uncertain Systems’ Modeling and Control
Statement of responsibility
by Rómulo Antão
Creator
Contributor
Author
Provider
Subject
Language
eng
Summary
This book focuses on a particular domain of Type-2 Fuzzy Logic, related to process modeling and control applications. It deepens readers’understanding of Type-2 Fuzzy Logic with regard to the following three topics: using simpler methods to train a Type-2 Takagi-Sugeno Fuzzy Model; using the principles of Type-2 Fuzzy Logic to reduce the influence of modeling uncertainties on a locally linear n-step ahead predictor; and developing model-based control algorithms according to the Generalized Predictive Control principles using Type-2 Fuzzy Sets. Throughout the book, theory is always complemented with practical applications and readers are invited to take their learning process one step farther and implement their own applications using the algorithms’ source codes (provided). As such, the book offers avaluable referenceguide for allengineers and researchers in the field ofcomputer science who are interested in intelligent systems, rule-based systems and modeling uncertainty
Member of
http://library.link/vocab/creatorName
Antão, Rómulo
Image bit depth
0
LC call number
TJ212-225
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
SpringerLink
Series statement
Nonlinear Physical Science,
http://library.link/vocab/subjectName
  • Engineering
  • Artificial intelligence
  • Computational intelligence
  • Automatic control
  • Engineering
  • Control
  • Computational Intelligence
  • Artificial Intelligence (incl. Robotics)
  • Information Systems Applications (incl. Internet)
Label
Type-2 Fuzzy Logic : Uncertain Systems’ Modeling and Control, by Rómulo Antão, (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 -- Fuzzy Logic Systems -- Takagi-Sugeno Fuzzy Logic Systems -- System Modeling using TS Fuzzy Logic Systems -- Model Predictive Control using Type-2 TS Fuzzy Logic Systems -- Processor-in-the-Loop simulation -- Conclusions
Dimensions
unknown
Extent
X, 130 p. 71 illus.
File format
multiple file formats
Form of item
electronic
Isbn
9789811046339
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-981-10-4633-9
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-981-10-4633-9
Label
Type-2 Fuzzy Logic : Uncertain Systems’ Modeling and Control, by Rómulo Antão, (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 -- Fuzzy Logic Systems -- Takagi-Sugeno Fuzzy Logic Systems -- System Modeling using TS Fuzzy Logic Systems -- Model Predictive Control using Type-2 TS Fuzzy Logic Systems -- Processor-in-the-Loop simulation -- Conclusions
Dimensions
unknown
Extent
X, 130 p. 71 illus.
File format
multiple file formats
Form of item
electronic
Isbn
9789811046339
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-981-10-4633-9
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-981-10-4633-9

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