FELON 发表于 2025-3-23 12:15:18
Model-Free Multiobjective Adaptive Dynamic Programming for Discrete-Time Nonlinear Systems with Genh unknown system dynamics. The present adaptive dynamic programming (ADP) method aims to find out the increments of both the controls and states instead of computing the controls and states directly. Using the technique of dimension augment, the vector-valued performance index functions are transforFulsome 发表于 2025-3-23 14:23:08
Multiobjective Optimal Control for a Class of Unknown Nonlinear Systems Based on Finite-Approximation is developed. In the design of the optimal controller, only available input–output data are required instead of knowing system dynamics, and the data-based identifier is established with stability proof. By the weighted sum technology, the multiobjective optimal control problem is transformed intetiquette 发表于 2025-3-23 21:33:57
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Model-Free Multiobjective Adaptive Dynamic Programming for Discrete-Time Nonlinear Systems with Genks can be adaptively tuned by adaptive critic methods without the information of the system model. The convergence property is guaranteed by mathematical proofs and finally the simulation results show the effectiveness of the method.CERE 发表于 2025-3-24 12:25:59
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http://reply.papertrans.cn/87/8645/864474/864474_19.pngincite 发表于 2025-3-24 23:53:51
Book 2018tain the optimal control schemes of the systems. It analyzes the properties identified by the programming methods, including the convergence of the iterative value functions and the stability of the system under iterative control laws, helping to guarantee the effectiveness of the methods developed.