Adaptive Critic Control with Robust Stabilization for Uncertain Nonlinear Systems
Produktnummer:
182b5c54f5b60a420e92e0a2edf6a51e48
| Autor: | Mu, Chaoxu Wang, Ding |
|---|---|
| Themengebiete: | Adaptive/approximate dynamic programming Adaptive critic designs Neural networks Optimal control Reinforcement learning Robust control |
| Veröffentlichungsdatum: | 02.02.2019 |
| EAN: | 9789811345937 |
| Sprache: | Englisch |
| Seitenzahl: | 307 |
| Produktart: | Kartoniert / Broschiert |
| Verlag: | Springer Singapore |
Produktinformationen "Adaptive Critic Control with Robust Stabilization for Uncertain Nonlinear Systems"
This book reports on the latest advances in adaptive critic control with robust stabilization for uncertain nonlinear systems. Covering the core theory, novel methods, and a number of typical industrial applications related to the robust adaptive critic control field, it develops a comprehensive framework of robust adaptive strategies, including theoretical analysis, algorithm design, simulation verification, and experimental results. As such, it is of interest to university researchers, graduate students, and engineers in the fields of automation, computer science, and electrical engineering wishing to learn about the fundamental principles, methods, algorithms, and applications in the field of robust adaptive critic control. In addition, it promotes the development of robust adaptive critic control approaches, and the construction of higher-level intelligent systems.
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