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Sensitivity Analysis and Optimization for Selected Supply Chain Management Issues in the Company - Using System Dynamics and Vensim

机译:本公司选定供应链管理问题的敏感性分析与优化 - 使用系统动态和Vensim

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The aim of our paper is to present the new results of research work on optmization and simulation for some logistc problems in the company. The System Dynamics (SD) method and the Vensim simulation language are applied in order to solve specific managerial problems described by Forrester in the model of supply chain. The historical model of Customer-Producer-Employment System by Forrester (Forrester, 1961) has not been examined with the sensitivity analysis, from the "automatc" testing perspective. Optmization experiments have not been conducted, either. It is surprising, since the model is old and widely known. The opportunites offered by the Vensim language allow us to perform such analysis. The visualization called "confdence bounds" is used, to show the behaviour of chosen variables over a period of tme. The Monte-Carlo method is applied for sampling a set of numbers from within bounded domains (distribution for each searching parameters is specifed). The authors of this paper conducted numerous experiments in this scope. This paper presents their results and offers some conclusions formulated at the end.
机译:本文的目的是展示本公司某些Logistc问题的光学化和模拟研究工作的新结果。应用系统动态(SD)方法和Vensim仿真语言,以解决Forrester在供应链模型中描述的特定管理问题。 Forrester(Forrester,1961年)的顾客生产商 - 就业系统的历史模型尚未通过“自动化”测试视角来检查敏感性分析。 Optmization实验也没有进行。令人惊讶的是,由于模型是古老的并且众所周知。 Vensim语言提供的机会允许我们进行这种分析。使用称为“悔于界限”的可视化,以显示在TME的时段中所选变量的行为。蒙特卡罗方法应用于从有界域内采样一组数字(所指定每个搜索参数的分发)。本文的作者在这个范围内进行了许多实验。本文提出了结果,并在最后制定了一些结论。

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