多元自适应控制系统中的回归技术

A. Bishop, H. Chope
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引用次数: 1

摘要

提出了一种利用多元回归技术对多元非平稳过程进行最优控制的控制系统。这个系统的基本概念是,每一组控制动作都是基于过程的当前统计描述,因此所执行的调整将以有效的方式控制输出。调整以离散的间隔进行。给出了适用统计量和所需计算量的描述,并讨论了将控制动作与过程统计量联系起来的决策规则的选择问题。研究了几个具有实际意义的决策规则。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Regression techniques in multivariate adaptive control systems
A control system is proposed which utilizes a multiple regression technique for optimal control of a multivariate nonstationary process. The concept underlying this system is the basing of each set of control actions on a current statistical description of the process, so that the adjustments performed will cause control of the output in an efficient manner. Adjustments are made to occur at discrete intervals. Descriptions of the applicable statistics and the computations required are presented, and the problem of choosing decision rules to relate control actions to process statistics is discussed. Several decision rules of practical importance are examined.
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