Intelligent Adaptive Control

TRAMA

Intelligent Adaptive Control provides a state-of-the-art treatment of practical applications in computational intelligence in system control. The book cohesively covers introductory and advanced theory, design, implementation, and industrial use - serving as a singular resource for the theory and application of intelligent control, particularly employing fuzzy logic, neural networks, and evolutionary computing. TOC:Intelligent Control Techniques.- Learning and Adaptation in Complex Dynamic Systems.- Applications of Evolutionary Algorithms to Control and Design.- Neural Control Systems and Applications.- Feature Space Neural Filters and Controllers.- Discrete-Time Neural Network Control of Nonlinear Systems.- Robust Adaptive Control of Robots Based on Static Neural Networks.- Error Correction Using Fuzzy Logic in Vehicle Load Measurement.- Intelligent Control of Airconditioning Systems.- Intelligent Automation Systems at Petroleum Plants in Transient State.- Intelligent Control for Ultrasonic Motor Drive.- Intelligent Automation of Herring Roe Grading.- Intelligent Techniques for Vehicle Driving Aid.- Intelligent Techniques in Air Traffic Management.

NOTE EDITORE

This book describes important techniques, developments, and applications of computational intelligence in system control.Chapters present:an introduction to the fundamentals of neural networks, fuzzy logic, and evolutionary computinga rigorous treatment of intelligent control industrial applications of intelligent control and soft computing, including transportation, petroleum, motor drive, industrial automation, and fish processingother knowledge-based techniques, including vehicle driving aid and air traffic managementIntelligent Adaptive Control provides a state-of-the-art treatment of practical applications of computational intelligence in system control. The book cohesively covers introductory and advanced theory, design, implementation, and industrial use - serving as a singular resource for the theory and application of intelligent control, particularly employing fuzzy logic, neural networks, and evolutionary computing.

SOMMARIO

Intelligent Control Techniques, A. Filippidis, L.C. Jain, and C.W. de SilvaLearning and Adaptation in Complex Dynamic Systems, F.O. Karray and C.W. de SilvaApplications of Evolutionary Algorithms to Control and Design, T. NomuraNeural Control Systems and Applications, Q.M.J. Wu, K. Stanley, and C.W. de SilvaFeature Space Neural Filters and Controllers, H.N. Teodorescu and C. BonciuDiscrete-Time Neural Network Control of Nonlinear Systems, S. Jagannathan and F.L. LewisRobust Adaptive Control of Robots Based on Static Neural Networks, S.S. GeError Correction Using Fuzzy Logic in Vehicle Load Measurement, L. Su and C. KomataIntelligent Control of Airconditioning Systems, T. Iokibe, T.Tobi, and S. ArakiIntelligent Automation Systems at Petroleum Plants in Transient State, T. Tani, T. Kobayashi, and K. NakaneIntelligent Control for Ultrasonic Motor Drive, F.J. Lin and R.J. WaiIntelligent Automation of Herring Roe Grading, S. Kurnianto, C.W. de Silva, E.A. Croft, and R.G. GosineIntelligent Techniques for Vehicle Driving Aid, N. Lefort-Piat, P. Morizet-Mahoudeaux, and V. Berge-CherfaouiIntelligent Techniques in Air Traffic Management, Y. Kuwata and T. Sugimoto

ALTRE INFORMAZIONI

• Condizione: Nuovo
• ISBN: 9780849398056
• Collana: International Series on Computational Intelligence
• Dimensioni: 9.25 x 6.125 in Ø 1.73 lb
• Formato: Copertina rigida
• Illustration Notes: 31 tables, 8 halftones and 347 equations
• Pagine Arabe: 440