A first course in fuzzy and neural control. (©2003)

• Record Type: Book
• Further Information: Note: Hung T. Nguyen [and others].
• Other Names: Nguyen, Hung T, 1944-
• Contents: A PRELUDE TO CONTROL THEORY; An Ancient Control System; Examples of Control Problems; Open-Loop Control Systems; Closed-Loop Control Systems; Stable and Unstable Systems; A Look at Controller Design; Exercises and Projects; MATHEMATICAL MODELS IN CONTROL; Introductory Examples: Pendulum Problems; State Variables and Linear Systems; Controllability and Observability; Stability; Controller Design; State Variable Feedback Control; Second-Order Systems; Higher-Order Systems; Proportional-Integral-Derivative Control; Nonlinear Control Systems; Linearization; Exercises and Projects; FUZZY LOGIC FOR CONTROL; Fuzziness and Linguistic Rules; Fuzzy Sets in Control; Combining Fuzzy Sets; Sensitivity of Functions; Combining Fuzzy Rules; Truth Tables for Fuzzy Logic; Fuzzy Partitions; Fuzzy Relations; Defuzzification; Level Curves and Alpha-Cuts; Universal Approximation; Exercises and Projects; FUZZY CONTROL; A Fuzzy Controller for an Inverted Pendulum; Main Approaches to Fuzzy Control; Stability of Fuzzy Control Systems; Fuzzy Controller Design; Exercises and Projects; NEURAL NETWORKS FOR CONTROL; What is a Neural Network? . ; Implementing Neural Networks; Learning Capability; The Delta Rule; The Back Propagation Algorithm; Example: Training a Neural Network; Practical Issues in Training; Exercises and Projects; NEURAL CONTROL; Why Neural Networks in Control; Inverse Dynamics; Neural Networks in Direct Neural Control; Example: Temperature Control; Neural Networks in Indirect Neural Control; Exercises and Projects; FUZZY-NEURAL AND NEURAL-FUZZY CONTROL; Fuzzy Concepts in Neural Networks; Basic Principles of Fuzzy-Neural Systems; Basic Principles of Neural-Fuzzy Systems; Generating Fuzzy Rules and Membership Functions; Exercises and Projects; APPLICATIONS; A Survey of Industrial Applications; Cooling Scheme for Laser Materials; Color Quality Processing; Identification of Trash in Cotton; Integrated Pest Management Systems; Comments; Bibliography; Index
• Publisher Details: Boca Raton, FL : Chapman & Hall/CRC Press
• Publication Date: 2003
• Copyright Date: 2003
• Extent: 1 online resource (x, 301 pages), illustrations
• Subjects: 006.3; Control theory; Fuzzy systems; Neural networks (Computer science); Soft computing; Informatique douce; Réseaux neuronaux (Informatique); Systèmes flous; Commande, Théorie de la; COMPUTERS -- Enterprise Applications -- Business Intelligence Tools; COMPUTERS -- Intelligence (AI) & Semantics; Control theory; Fuzzy systems; Neural networks (Computer science); Soft computing; Redes neurais; Fuzzy; Controle (teoria de sistema e controle); Reglerteori; Artificiell intelligens; Electronic books
• Languages: English
• ISBNs: 1584882441; 9781584882442; 1420035525; 9781420035520
• Notes: Note: Includes bibliographical references (pages 291-296) and index.
• 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.