EVALUATION OF SYSTEM CONTROLLED PARAMETERS INFORMATIONAL IMPORTANCE, TAKING INTO ACCOUNT THE SOURCE DATA INACCURACY

L. Raskin, L. Sukhomlyn, D. Sokolov, V. Vlasenko
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引用次数: 1

Abstract

The work considers system controlled parameters information value assessing technology in the task of its state identifying. The purpose of the study is to improve the standard methodology for controlled parameters information value assessing. The proposed method is based on the controlled parameters value probabilities analysis falling into the subintervals of the interval of possible values for different states of the system. When the value of the controlled parameter falls into the left or right boundary subintervals of the compatibility interval for any state of the object, the conclusion about its state is made taking into account possible errors of the first or second kind in this case. When the controlled parameter value enters the central subinterval, useful information appears if the corresponding probabilities for the states H1 and H2 are differ significantly. Thus, it is shown that taking into account the probabilities of fuzzy values of the controlled parameter falling into the compatibility interval for various states of the object significantly increases its informational value.
评估系统被控参数的信息重要性,同时考虑源数据的不准确性
在系统状态识别任务中,考虑了系统控制参数信息值评估技术。本研究的目的是改进受控参数信息价值评估的标准方法。该方法基于受控参数值概率分析,落入系统不同状态下可能值区间的子区间。当受控参数的值落入对象的任何状态的兼容区间的左边界子区间或右边界子区间时,在这种情况下,在考虑可能的第一类或第二类误差的情况下,得出关于其状态的结论。当受控参数值进入中心子区间时,如果状态H1和H2的相应概率显著不同,则出现有用信息。因此,研究表明,对于对象的各种状态,考虑受控参数的模糊值落入相容区间的概率会显著增加其信息值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
0.50
自引率
0.00%
发文量
47
审稿时长
5 weeks
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