Intelligent Adaptive Control

ISBN 10: 0849398053 / ISBN 13: 9780849398056

Editore: Taylor & Francis Group, 1998

pp. 440. Codice articolo 261771576

Riassunto:

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 computing

a rigorous treatment of intelligent control

industrial applications of intelligent control and soft computing, including transportation, petroleum, motor drive, industrial automation, and fish processing

other knowledge-based techniques, including vehicle driving aid and air traffic management
Intelligent 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.

Contenuti: Intelligent Control Techniques, A. Filippidis, L.C. Jain, and C.W. de Silva
Learning and Adaptation in Complex Dynamic Systems, F.O. Karray and C.W. de Silva
Applications of Evolutionary Algorithms to Control and Design, T. Nomura
Neural Control Systems and Applications, Q.M.J. Wu, K. Stanley, and C.W. de Silva
Feature Space Neural Filters and Controllers, H.N. Teodorescu and C. Bonciu
Discrete-Time Neural Network Control of Nonlinear Systems, S. Jagannathan and F.L. Lewis
Robust Adaptive Control of Robots Based on Static Neural Networks, S.S. Ge
Error Correction Using Fuzzy Logic in Vehicle Load Measurement, L. Su and C. Komata
Intelligent Control of Airconditioning Systems, T. Iokibe, T.Tobi, and S. Araki
Intelligent Automation Systems at Petroleum Plants in Transient State, T. Tani, T. Kobayashi, and K. Nakane
Intelligent Control for Ultrasonic Motor Drive, F.J. Lin and R.J. Wai
Intelligent Automation of Herring Roe Grading, S. Kurnianto, C.W. de Silva, E.A. Croft, and R.G. Gosine
Intelligent Techniques for Vehicle Driving Aid, N. Lefort-Piat, P. Morizet-Mahoudeaux, and V. Berge-Cherfaoui
Intelligent Techniques in Air Traffic Management, Y. Kuwata and T. Sugimoto

Dati bibliografici

Titolo: Intelligent Adaptive Control
Casa editrice: Taylor & Francis Group
Data di pubblicazione: 1998
Legatura: Rilegato
Condizione: New