Predictive learning control for unknown nonaffine nonlinear systems : theory and applications / Qiongxia Yu, Ting Lei, Fengchen Tian, Zhongsheng Hou, Xuhui Bu.
"This book investigates both theory and various applications of predictive learning control (PLC) which is an advanced technology for complex nonlinear systems. To avoid the difficult modeling problem for complex nonlinear systems, this book begins with the design and theoretical analysis of PL...
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| Main Authors: | , , , , |
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| Format: | Ebook |
| Language: | English |
| Published: |
Singapore :
Springer,
2023.
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| Series: | Intelligent control and learning systems,
v. 8. |
| Subjects: | |
| Online Access: | Springer eBooks |
| Summary: | "This book investigates both theory and various applications of predictive learning control (PLC) which is an advanced technology for complex nonlinear systems. To avoid the difficult modeling problem for complex nonlinear systems, this book begins with the design and theoretical analysis of PLC method without using mechanism model information of the system, and then a series of PLC methods is designed that can cope with system constraints, varying trial lengths, unknown time delay, and available and unavailable system states sequentially. Applications of the PLC on both railway and urban road transportation systems are also studied. The book is intended for researchers, engineers, and graduate students who are interested in predictive control, learning control, intelligent transportation systems and related fields."--Publisher's website. |
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| Physical Description: | 1 online resource (ix, 206 pages) : illustrations (some colour). |
| ISBN: | 9811988560 9789811988561 9811988579 9789811988578 |
| ISSN: | 2662-5466 ; |