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Type-2 fuzzy logic in control of non...
~
Castillo, Oscar.
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Type-2 fuzzy logic in control of nonsmooth systems = theoretical concepts and applications /
紀錄類型:
書目-電子資源 : Monograph/item
正題名/作者:
Type-2 fuzzy logic in control of nonsmooth systems/ by Oscar Castillo, Luis T. Aguilar.
其他題名:
theoretical concepts and applications /
作者:
Castillo, Oscar.
其他作者:
Aguilar, Luis T.
出版者:
Cham :Springer International Publishing : : 2019.,
面頁冊數:
xi, 122 p. :ill., digital ;24 cm.
內容註:
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.
Contained By:
Springer eBooks
標題:
Fuzzy logic. -
電子資源:
https://doi.org/10.1007/978-3-030-03134-3
ISBN:
9783030031343
Type-2 fuzzy logic in control of nonsmooth systems = theoretical concepts and applications /
Castillo, Oscar.
Type-2 fuzzy logic in control of nonsmooth systems
theoretical concepts and applications /[electronic resource] :by Oscar Castillo, Luis T. Aguilar. - Cham :Springer International Publishing :2019. - xi, 122 p. :ill., digital ;24 cm. - Studies in fuzziness and soft computing,v.3731434-9922 ;. - Studies in fuzziness and soft computing ;v.373..
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.
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.
ISBN: 9783030031343
Standard No.: 10.1007/978-3-030-03134-3doiSubjects--Topical Terms:
532071
Fuzzy logic.
LC Class. No.: QA9.64 / .C378 2019
Dewey Class. No.: 511.313
Type-2 fuzzy logic in control of nonsmooth systems = theoretical concepts and applications /
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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.
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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.
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