Intelligent adaptive control : industrial applications
著者
書誌事項
Intelligent adaptive control : industrial applications
（The CRC Press international series on computational intelligence / series editor L. C. Jain）
CRC Press, c1999
大学図書館所蔵 全19件
注記
Includes bibliographical references and index
内容説明・目次
内容説明
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.
目次
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.
NTI/Sales Copy
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