Type-3 Fuzzy Logic in Intelligent Control

• Autore: Castillo Oscar
• Pubblicazione: Cham : , : Springer International Publishing AG, , 2023; ©2023
• Edizione: 1st ed.
• Descrizione fisica: 1 online resource (89 pages)
• Altri autori: MelinPatricia
• Nota di contenuto: Intro -- Preface -- Contents -- 1 Type-3 Fuzzy Control -- References -- 2 Type-3 Fuzzy Theory -- 2.1 Type-3 Fuzzy Sets -- 2.2 Type-3 Fuzzy Models -- 2.3 Summary -- References -- 3 Review of Type-3 Fuzzy Control -- 3.1 Introduction -- 3.2 Overview of the Type-3 Area -- 3.2.1 Overview of Type-3 Fuzzy Control -- 3.3 Summary -- References -- 4 Approach for Type-3 Fuzzy Control -- 4.1 Type-3 Fuzzy Control -- 4.1.1 Tank Problem -- 4.1.2 Autonomous Mobile Robot Case -- 4.2 Simulation Results -- 4.2.1 Results for the Tank -- 4.2.2 Results for Autonomous Mobile Robot -- 4.3 Summary -- References -- 5 Type-3 Fuzzy Differential Evolution for Optimal Fuzzy Controller Parameterization -- 5.1 Differential Evolution Algorithm -- 5.2 Interval Type-3 Fuzzy Differential Evolution Approach -- 5.2.1 Interval Type-3 Fuzzy Theory -- 5.2.2 Functions -- 5.2.3 Motor Control Problem -- 5.3 Experiments and Results -- 5.4 Summary -- References -- 6 Interval Type-3 Fuzzy Parameter Adaptation in Harmony Search Optimal Controller Design -- 6.1 Introduction -- 6.2 Metaheuristic -- 6.3 Type-3 Fuzzy Parameter Adaptation -- 6.3.1 Knowledge of the Type-3 Membership Functions (MF3s) -- 6.4 Methodology for Optimizing the Controller -- 6.4.1 Simulation Results -- 6.5 Summary -- References -- 7 Conclusions of Interval Type-3 Fuzzy Control -- References -- Index.
• Titolo autorizzato: Type-3 Fuzzy Logic in Intelligent Control
• ISBN: 3-031-46088-X
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910765477503321
• Lo trovi qui: Univ. Federico II
• Serie: SpringerBriefs in Applied Sciences and Technology Series