Stability Analysis of Fuzzy-Model-Based Control Systems [recurso electrónico] : Linear-Matrix-Inequality Approach / by Hak-Keung Lam, Frank Hung-Fat Leung.

Por: Lam, Hak-Keung [author.]Colaborador(es): Leung, Frank Hung-Fat [author.] | SpringerLink (Online service)Tipo de material: TextoTextoSeries Studies in Fuzziness and Soft Computing ; 264Editor: Berlin, Heidelberg : Springer Berlin Heidelberg, 2010Descripción: XIX, 226 p. online resourceTipo de contenido: text Tipo de medio: computer Tipo de portador: online resourceISBN: 9783642178443Tema(s): Engineering | Artificial intelligence | Engineering | Computational Intelligence | Artificial Intelligence (incl. Robotics)Formatos físicos adicionales: Printed edition:: Sin títuloClasificación CDD: 006.3 Clasificación LoC:Q342Recursos en línea: Libro electrónicoTexto
Contenidos:
1 Introduction -- 2 Stability and Performance Conditions for MFSI State-Feedback FMB Control Systems -- 3 Stability Analysis of FMB Control Systems under MFSD Approach -- 4 BMI Stability Conditions for FMB Control Systems -- 5 Stability Analysis of FMB Control Systems Using PDLF -- 6 Regional Switching FMB Control Systems -- 7 Fuzzy Combined Controller for Nonlinear Systems -- 8 Time-Delay FMB Control Systems -- 9 Sampled-Data FMB Model Reference Control Systems -- 10 IT2 FMB Control Systems.
En: Springer eBooksResumen: In this book, the state-of-the-art fuzzy-model-based (FMB) based control approaches are covered. A comprehensive review about the stability analysis of type-1 and type-2 FMB control systems using the Lyapunov-based approach is given, presenting a clear picture to researchers who would like to work on this field. A wide variety of continuous-time nonlinear control systems such as state-feedback, switching, time-delay and sampled-data FMB control systems, are covered. In short, this book summarizes the recent contributions of the authors on the stability analysis of the FMB control systems. It discusses advanced stability analysis techniques for various FMB control systems, and founds a concrete theoretical basis to support the investigation of FMB control systems at the research level. The analysis results of this book offer various mathematical approaches to designing stable and well-performed FMB control systems. Furthermore, the results widen the applicability of the FMB control approach and help put the fuzzy controller in practice. A wide range of advanced analytical and mathematical analysis techniques will be employed to investigate the system stability and performance of FMB-based control systems in a rigorous manner. Detailed analysis and derivation steps are given to enhance the readability, enabling the readers who are unfamiliar with the FMB control systems to follow the materials easily. Simulation examples, with figures and plots of system responses, are given to demonstrate the effectiveness of the proposed FMB control approaches.
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Tipo de ítem Biblioteca actual Colección Signatura Copia número Estado Fecha de vencimiento Código de barras
Libro Electrónico Biblioteca Electrónica
Colección de Libros Electrónicos Q342 (Browse shelf(Abre debajo)) 1 No para préstamo 375604-2001

1 Introduction -- 2 Stability and Performance Conditions for MFSI State-Feedback FMB Control Systems -- 3 Stability Analysis of FMB Control Systems under MFSD Approach -- 4 BMI Stability Conditions for FMB Control Systems -- 5 Stability Analysis of FMB Control Systems Using PDLF -- 6 Regional Switching FMB Control Systems -- 7 Fuzzy Combined Controller for Nonlinear Systems -- 8 Time-Delay FMB Control Systems -- 9 Sampled-Data FMB Model Reference Control Systems -- 10 IT2 FMB Control Systems.

In this book, the state-of-the-art fuzzy-model-based (FMB) based control approaches are covered. A comprehensive review about the stability analysis of type-1 and type-2 FMB control systems using the Lyapunov-based approach is given, presenting a clear picture to researchers who would like to work on this field. A wide variety of continuous-time nonlinear control systems such as state-feedback, switching, time-delay and sampled-data FMB control systems, are covered. In short, this book summarizes the recent contributions of the authors on the stability analysis of the FMB control systems. It discusses advanced stability analysis techniques for various FMB control systems, and founds a concrete theoretical basis to support the investigation of FMB control systems at the research level. The analysis results of this book offer various mathematical approaches to designing stable and well-performed FMB control systems. Furthermore, the results widen the applicability of the FMB control approach and help put the fuzzy controller in practice. A wide range of advanced analytical and mathematical analysis techniques will be employed to investigate the system stability and performance of FMB-based control systems in a rigorous manner. Detailed analysis and derivation steps are given to enhance the readability, enabling the readers who are unfamiliar with the FMB control systems to follow the materials easily. Simulation examples, with figures and plots of system responses, are given to demonstrate the effectiveness of the proposed FMB control approaches.

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