非线性最优控制:局部最优原理

Hayase, T. Yamazaki, E. Rijanto
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引用次数: 2

摘要

本文证明了用状态相关Riccati方程(SDRE)构造的非线性调节器是原最优控制问题的局部最优解。为了证明这一事实,利用了拉格朗日乘子法、最小值原理和动态规划等传统方法,并通过对动态规划最优性原理的修改,引入了局部最优性原理的思想。
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Nonlinear optimal control: principle of local optimality
In this paper, it is shown that a nonlinear regulator constructed by using a state-dependent Riccati equation (SDRE) is a local optimal solution of the original optimal control problem. In order to prove this fact, the conventional methods-Lagrange multiplier method, minimum principle and dynamic programming are used-and an idea of the principle of local optimality is introduced by modifying the principle of optimality of dynamic programming.
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