Type-2 fuzzy logic in control of nonsmooth systems :
General Material Designation
[Book]
Other Title Information
theoretical concepts and applications / c Oscar Castillo, Luis T. Aguilar.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Cham, Switzerland :
Name of Publisher, Distributor, etc.
Springer,
Date of Publication, Distribution, etc.
[2019]
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource.
SERIES
Series Title
Studies in fuzziness and soft computing,
Volume Designation
volume 373
ISSN of Series
1434-9922 ;
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references and index.
CONTENTS NOTE
Text of Note
Background on Type-1 and Type-2 Fuzzy Logic -- Genetic Algorithms -- Fuzzy Lyapunov Synthesis for Nonsmooth Mechanical Systems -- Fuzzy Control for Systems with Dead-Zone and Backlash -- Fuzzy Control Synthesis for Systems with Discontinuous Friction -- Fuzzy Control for Wheeled Mobile Robots -- Fuzzy Control for Biped Robots under Impacts.
0
SUMMARY OR ABSTRACT
Text of Note
This book presents the synthesis and analysis of fuzzy controllers and its application to a class of mechanical systems. It mainly focuses on the use of type-2 fuzzy controllers to account for disturbances known as hard or nonsmooth nonlinearities. The book, which summarizes the authors' research on type-2 fuzzy logic and control of mechanical systems, presents models, simulation and experiments towards the control of servomotors with dead-zone and Coulomb friction, and the control of both wheeled mobile robots and a biped robot. Closed-loop systems are analyzed in the framework of smooth and nonsmooth Lyapunov functions.
ACQUISITION INFORMATION NOTE
Source for Acquisition/Subscription Address
Springer Nature
Stock Number
com.springer.onix.9783030031343
OTHER EDITION IN ANOTHER MEDIUM
International Standard Book Number
9783030031336
PARALLEL TITLE PROPER
Parallel Title
Type-two fuzzy logic in control of nonsmooth systems