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.