Polynomial fuzzy model-based control systems : stability analysis and control synthesis using membership function dependent techniques /: stability analysis and control synthesis using membership function dependent techniques. (2016)

• Record Type: Book
• Further Information: Note: Hak-Keung Lam.
• Authors: Lam, Hak-Keung
• Contents: Preface; Part I Introduction and Preliminaries; Part II Stability Analysis Techniques; Part III Advanced Control Methodologies; Part IV Advanced Lyapunov Functions; Acknowledgments; Contents; Acronyms; Part I Introduction and Preliminaries; 1 Introduction; 1.1 Background; 1.2 Fuzzy Model-Based Control; 1.2.1 Fuzzy Models; 1.2.2 Fuzzy Controllers; 1.2.3 Other Fuzzy Controllers; 1.3 Stability Analysis; 1.3.1 Types of Lyapunov Functions; 1.3.2 Types of Stability Analysis; 1.3.3 Techniques of Stability Analysis; 1.4 Control Problems; 1.4.1 Stabilization Control Problem. 1.4.2 Regulation Control Problem1.4.3 Tracking Control Problem; 1.5 Design of FMB Control Systems; 1.6 Conclusion; References; 2 Preliminaries; 2.1 Introduction; 2.2 Notation; 2.3 Fuzzy Models; 2.3.1 T-S Fuzzy Model; 2.3.2 Polynomial Fuzzy Model; 2.4 State-Feedback Fuzzy Controller; 2.4.1 Fuzzy Controller; 2.4.2 Polynomial Fuzzy Controller; 2.5 Various Types of FMB Control Systems; 2.5.1 FMB Control System; 2.5.2 PFMB Control System; 2.6 LMI/SOS-Based Stability Conditions; 2.6.1 LMI-Based Stability Conditions for FMB Control Systems. 2.6.2 SOS-Based Stability Conditions for FMB Control Systems2.7 Conclusion; References; Part II Stability Analysis Techniques; 3 Stability Analysis of Polynomial Fuzzy Model-Based Control Systems with Mismatched Premise Membership Functions Through Symbolic Variables; 3.1 Introduction; 3.2 Stability Analysis; 3.2.1 Property of Membership Functions; 3.2.2 Boundary Information of Membership Grades; 3.2.3 Boundary Information of Premise Variables; 3.3 Simulation Example; 3.4 Conclusion; References. 4 Stability Analysis of Polynomial Fuzzy Model-Based Control Systems with Mismatched Premise Membership Functions Through Taylor Series Membership Functions4.1 Introduction; 4.2 Taylor Series Membership Functions; 4.3 Stability Analysis; 4.4 Simulation Example; 4.5 Conclusion; References; 5 Stability Analysis of General Polynomial Fuzzy Model-Based Control Systems; 5.1 Introduction; 5.2 Stability Analysis; 5.2.1 Perfectly Matched Premises; 5.2.2 Partially Matched Premises; 5.2.3 Imperfectly Matched Premises; 5.3 Simulation Example; 5.3.1 Perfectly Matched Premises. 5.3.2 Partially Matched Premises5.3.3 Imperfectly Matched Premises; 5.4 Conclusion; References; Part III Advanced Control Methodologies; 6 Output Regulation of Polynomial Fuzzy Model-Based Control Systems; 6.1 Introduction; 6.2 Preliminaries; 6.2.1 Polynomial Fuzzy Model with Output; 6.2.2 Polynomial Fuzzy Controller with Integral Action; 6.2.3 PFMB Control System; 6.3 Stability Analysis; 6.3.1 Perfectly Matched Premises; 6.3.2 Perfectly Matched Premise with Regional Membership Function Information; 6.3.3 Partially Matched Premises; 6.3.4 Imperfectly Matched Premises; 6.4 Simulation Example.
• Publisher Details: Switzerland : Springer
• Publication Date: 2016
• Extent: 1 online resource (xix, 296 pages), illustrations
• Subjects: 629.8/312; Engineering; Control theory; Fuzzy logic; TECHNOLOGY & ENGINEERING -- Engineering (General); Control theory; Fuzzy logic; Computers -- Intelligence (AI) & Semantics; Artificial intelligence; Artificial intelligence; Technology & Engineering -- Automation; Automatic control engineering; Electronic books
• Languages: English
• ISBNs: 9783319340944; 3319340948; 3319340921; 9783319340920
• Related ISBNs: 9783319340920
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (SpringerLink, viewed July 29, 2016).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.