Models of Centralized Equipment Procurement Based on Supplier-Consumer Matching

M. Matveev, S. Podvalny
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引用次数: 1

Abstract

In the current paper the new approach of organization central purchasing of homogeneous resources was introduced. Resources should have optimal balance between contradicting commercial and technical requirements. Possibility to describe requirements through parameters vector with fuzzy statements and apply fuzzy logic to calculate mapping between fuzzy requirements components values and crisp component values of the characteristics of the alternative resources was explored. As a result, distribution model based on modified transportation problem was developed. Introduced approach can be considered as a basis for creation of automated decision support system for centralize procurement. Potentially it leads to reduction of the procurement process effort, better decisions quality and minimization of the subjective bias while selecting alternative variants. As a case study numeric approbation of the model was presented, and reliability of the distribution resources model has been proved. Future directions of the research were outlined, and practical value of the work was shown.
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基于供应商-消费者匹配的设备集中采购模型
本文介绍了同质资源组织集中采购的新方法。资源应该在商业需求和技术需求之间达到最佳平衡。探讨了用模糊语句通过参数向量描述需求,并应用模糊逻辑计算替代资源特征的模糊需求组件值与清晰组件值之间的映射关系的可能性。在此基础上,建立了基于修正运输问题的配送模型。所介绍的方法可作为建立集中采购自动化决策支持系统的基础。它可能会减少采购过程的工作量,提高决策质量,并在选择替代变体时最大限度地减少主观偏见。通过实例对该模型进行了数值验证,验证了该模型的可靠性。展望了今后的研究方向,并指出了工作的实用价值。
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