一类非线性系统的两阶段Lyapunov-Bellman反馈设计

J. Chow, P. Kokotovic
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引用次数: 48

摘要

在先前的一篇论文中提出的一类奇异摄动非线性系统的复合控制现在被证明具有近似最优反馈设计所必需的性质。当奇异扰动参数趋近于零时,它使期望平衡点渐近稳定,并产生一个有限代价,该代价趋于慢速问题的最优代价。从而建立了全调节器问题的适定性。本文的稳定性结果同样适用于非奇异摄动的双时间尺度系统,并且本文不假定奇异摄动技术的知识。
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A two stage Lyapunov-Bellman feedback design of a class of nonlinear systems
The composite control proposed in an earlier paper for a class of singularly perturbed nonlinear systems is now shown to possess properties essential for near-optimal feedback design. It asymptotically stabilizes the desired equilibrium and produces a finite cost which tends to the optimal cost for a slow problem as the singular perturbation parameter tends to zero. Thus the well-posedness of the full regulator problem is established. The stability results are also applicable to two-time scale systems which are not singularly perturbed, and the paper does not assume the knowledge of singular perturbation techniques.
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