基于全局准则法的包装饮料行业多准则决策模型的建立

OPSI Pub Date : 2021-12-21 DOI:10.31315/opsi.v14i2.5365
S. Sutrisno, Puryani Puryani
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引用次数: 3

摘要

市场上出现了各种品牌的包装饮料行业。市场上竞争对手的数量要求包装饮料行业实施正确的战略来赢得竞争。可以采用的一种策略是节省并最大限度地利用公司资源。可以做到的节约之一是尽量减少生产成本,而最大限度地利用资源可以通过最大限度地利用公司拥有的机器来实现。最小化生产成本的努力可能与最大化机器效用的努力相矛盾,这是因为最大化机器效用肯定会需要额外的生产成本,即使公司也希望最小化生产成本。这属于多标准决策问题的范畴。为了帮助公司管理层实现这些相互矛盾的公司目标,本研究将开发一个多准则决策模型,以帮助公司对这些相互矛盾的公司目标做出最优决策。所建立的多准则决策模型是由生产成本最小化和机器效用最大化两个相互矛盾的目标函数和问题约束组成的数学模型,问题约束是企业在优化实现这两个相互矛盾的企业目标时所具有的局限性。为了对已建立的多准则决策模型进行优化,将采用全局准则法。全局准则法将产生一个与每个目标函数的理想值偏差最小的折衷解。采用全局准则法,得到了生产成本最小、机器效用最大的生产计划。由于模型的开发涉及到对产品需求的预测,因此所开发的多准则决策模型会使生产计划与实际需求有较小的偏差。开发的模型还将产生不超过仓库容量的生产计划,从而使产品存储成本最小化,这是因为开发的模型将仓库容量作为障碍。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Development Of Multi-Criteria Decision Making Model In Packed Beverage Industry Using Global Criterion Method
The packaged beverage industry with various brands has appeared on the market. The number of competitors in the market requires the packaged beverage industry to implement the right strategy to win the competition. One strategy that can be applied is to make savings and maximize the use of company resources. One of the savings that can be done is to minimize production costs, while maximizing the use of resources can be done by maximizing the utility of the machine owned by the company. Efforts to minimize production costs can be contradictory to efforts to maximize machine utility, this is because maximizing machine utility will certainly require additional production costs, even though the company also wants to minimize production costs. This is included in the category of multi-criteria decision-making problems. To facilitate the company's management in achieving these contradictory company goals, this study will develop a multi-criteria decision-making model to assist companies in making optimal decisions regarding these contradictory company goals. The multi-criteria decision-making model developed is a mathematical model consisting of two mutually contradictory objective functions, namely minimizing production costs and maximizing machine utility, as well as problem constraints which are limitations that are owned by the company in optimizing the achievement of these contradictory company goals. To optimize the multi-criteria decision-making model that has been developed, it will use the global criterion method. The global criterion method will produce a compromise solution that has a minimum deviation from the ideal value of each objective function. Using the global criterion method, a production plan that minimizes production costs and maximizes machine utility is obtained. The multi-criteria decision-making model developed will cause the production plan to have a small deviation from the actual demand, because the model development involves forecasting product demand. The developed model will also produce a production plan that will not exceed the warehouse capacity, so that product storage costs can be minimized, this is because the developed model includes warehouse capacity as a barrier.
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