Searching for Parameters of a Model with the Best Local Controllability

Pub Date : 2024-02-26 DOI:10.1134/s0012266123120145
M. A. Velishchanskiy, V. N. Chetverikov
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Abstract

We study the problem of optimal choice of model parameters with respect to any functional. Locally controllable affine systems and integral functionals depending on the program control are considered. Local controllability of affine systems with nonnegative inputs is proved in the case where the columns multiplying the controls form a positive basis. For such systems, we introduce the local controllability coefficient and pose the problem of its maximization depending on the choice of model parameters. As an example, we consider a very simplified model of an underwater vehicle and study the problem of finding an arrangement of its control propellers in which the energy consumption of the vehicle is minimal.

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寻找具有最佳局部可控性的模型参数
摘要 我们研究了关于任意函数的模型参数最优选择问题。我们考虑了局部可控仿射系统和取决于程序控制的积分函数。在控制列乘以正基的情况下,证明了非负输入仿射系统的局部可控性。对于这类系统,我们引入了局部可控性系数,并提出了根据模型参数的选择使系数最大化的问题。举例来说,我们考虑了一个非常简化的水下航行器模型,并研究了如何找到航行器能耗最小的控制螺旋桨排列方式的问题。
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