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A system identification problem of estimating parameters in the profit analysis model for a product

机译:产品利润分析模型中参​​数估计的系统辨识问题

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摘要

A system identification algorithm with Levenberg-Marquardt method is developed to estimate the parameters that were used in the model of profit analysis for a product from the observed expected total profit. The inverse calculations are performed based on the simulated exact and inexact observed total profit to show the validity of the present study. Moreover, the statistical analysis will also be considered here to determine the standard deviation for the estimated Parameters. Results show that the standard deviations of the estimated parameters are decreased as the number of Observed profits are increased. Finally the sensitivity analysis is performed to show the validity of some results obtained By statistical analysis.
机译:开发了一种使用Levenberg-Marquardt方法的系​​统识别算法,以从观察到的预期总利润中估算产品利润分析模型中使用的参数。根据模拟的精确和不精确的观察到的总利润进行逆计算,以显示本研究的有效性。此外,这里还将考虑统计分析以确定估计参数的标准偏差。结果表明,随着可观察利润的增加,估计参数的标准差减小。最后,进行敏感性分析以显示通过统计分析获得的某些结果的有效性。

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