使用最佳-最差方法预测销售数量有显著影响的标准

R. Gustriansyah, Ermatita, Dian Palupi Rini, Reza Firsandaya Malik
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引用次数: 2

摘要

预测销售数量是预测未来某一时期产品销售数量的一种努力。公司无法提供产品会对客户的服务质量产生负面影响,从而降低公司的竞争力。预测销售数量的关键成功因素之一是确定决策支持系统所需的标准。问题是在预测销售数量时需要什么样的标准或有什么影响。此外,决策中的大多数问题是与输入标准相关的不确定性。因此,本研究将探讨使用最新的决策支持方法,即考虑不确定性的最佳-最差方法,在预测销售数量方面有显著效果的标准,从而实现对销售数量的最佳预测。本研究的结果表明,预测销售数量的三个最重要的标准是频率、数量和货币。初步实验结果表明,案例研究中的扰动对决策支持系统标准的最终排名没有显著影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Criteria That Have A Significant Effect on Forecasting the Number of Sales Using the Best-Worst Method
Forecasting the number of sales is an effort for forecasting the number of product sales for a certain period in the future. The company's failure to supply products will have negative effects on the quality of service to customers, thereby reducing the company's competitiveness. One of the critical success factors on forecasting the number of sales is determining the criteria required by the decision support system. The problem is what criteria are needed or influential in forecasting the number of sales. Furthermore, most of the problems in decision making are uncertainties associated with input criteria. Therefore, this study will investigate the criteria that a significant effect in forecasting the number of sales by using the recent decision support method, namely the Best-Worst Method by considering uncertainty so that the optimum forecasting of the number of sales can be achieved. The results achieved in this study indicate that the three most significant criteria for forecasting the number of sales are frequency, quantity, and monetary. Preliminary experimental results have shown that perturbations in the case study had no significant effect on the final ranking of the decision support system criteria.
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