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Titlebook: Advanced Optimal Control and Applications Involving Critic Intelligence; Ding Wang,Mingming Ha,Mingming Zhao Book 2023 The Editor(s) (if a

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发表于 2025-3-21 16:33:22 | 显示全部楼层 |阅读模式
期刊全称Advanced Optimal Control and Applications Involving Critic Intelligence
影响因子2023Ding Wang,Mingming Ha,Mingming Zhao
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发行地址Provides critical review of the latest advances in adaptive critic-based robust control design for nonlinear systems.Discusses data-based robust stabilization, trajectory tracking, and event-driven di
学科分类Intelligent Control and Learning Systems
图书封面Titlebook: Advanced Optimal Control and Applications Involving Critic Intelligence;  Ding Wang,Mingming Ha,Mingming Zhao Book 2023 The Editor(s) (if a
影响因子This book intends to report new optimal control results with critic intelligence for complex discrete-time systems, which covers the novel control theory, advanced control methods, and typical applications for wastewater treatment systems. Therein, combining with artificial intelligence techniques, such as neural networks and reinforcement learning, the novel intelligent critic control theory as well as a series of advanced optimal regulation and trajectory tracking strategies are established for discrete-time nonlinear systems, followed by application verifications to complex wastewater treatment processes. Consequently, developing such kind of critic intelligence approaches is of great significance for nonlinear optimization and wastewater recycling. The book is likely to be of interest to researchers and practitioners as well as graduate students in automation, computer science, and process industry who wish to learn core principles, methods, algorithms, and applications in the field of intelligent optimal control. It is beneficial to promote the development of intelligent optimal control approaches and the construction of high-level intelligent systems..
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发表于 2025-3-22 00:42:35 | 显示全部楼层
https://doi.org/10.1007/978-981-19-7291-1Advanced optimal control; Critic intelligence; Optimal regulation; Trajectory tracking; Reinforcement le
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978-981-19-7293-5The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor
发表于 2025-3-22 12:47:14 | 显示全部楼层
Advanced Optimal Control and Applications Involving Critic Intelligence978-981-19-7291-1Series ISSN 2662-5458 Series E-ISSN 2662-5466
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Sven Klimpel,Thomas Kuhn,Heinz Mehlhornheuristic dynamic programming (HDP). The proposed method can signally reduce the computational amount without deteriorating system stability. A non-quadratic performance index is introduced to overcome control constraints. Then, stability analysis of the event-triggered system with control constrain
发表于 2025-3-22 22:26:45 | 显示全部楼层
https://doi.org/10.1007/978-3-642-31721-7 event-based adaptive critic algorithm is developed with a convergence discussion of the iterative process. The input-to-state stability (ISS) analysis for the present nonlinear plant is established. Then, a suitable triggering condition is proved to ensure the ISS of the controlled system. An itera
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Payam Dadvand,Mireia Gascon,Iana Markevych plant, the optimal trajectory tracking design is transformed into an optimal regulation problem. For discrete-time nonlinear dynamics, the steady control input corresponding to the reference trajectory is given. Then, the value-iteration-based tracking control algorithm is provided and the converge
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