• CN:11-2187/TH
  • ISSN:0577-6686

›› 2011, Vol. 47 ›› Issue (7): 157-163.

• 论文 • 上一篇    下一篇

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基于粗糙集与实例推理的费用分配系数确定

潘瑞林;刘晓冰;薄洪光;崔发婧;蒙秋男   

  1. 安徽工业大学管理科学与工程学院;大连理工大学CIMS中心
  • 发布日期:2011-04-05

Determination Method of Overhead Cost Allocation Coefficient Based on Rough Set and Case Based Reasoning

PAN Ruilin;LIU Xiaobing;BO Hongguang;CUI Fajing; MENG Qiunan   

  1. School of Management Science and Engineering, Anhui University of Technology CIMS Center, Dalian University of Technology
  • Published:2011-04-05

摘要: 目前,制造行业一般采用两种系数实现不同产品之间的费用分配。一种是固定工时系数,操作方便但往往无法反映产品的真实消耗;另一种是随机工时系数,在一定程度上贴近了实际消耗但容易受扰动因素影响。因此,在产品成本计算过程中采用单一的分配系数容易引起费用分配的不合理,针对这一问题提出一种基于邻域粗糙集与实例推理理论的费用分配系数确定方法。利用邻域粗糙集理论对影响分配系数的众多属性进行约减并得到各自重要度,根据约减后的结果到实例库中去检索相似的实例,得到新的分配系数。通过应用实例,给出了方法的具体实现过程。与采用前两种分配系数计算的费用分配结果对比表明,该方法在降低生产系统扰动因素的影响,提高成本管理系统鲁棒性的同时,减小了系数制定的工作量,使费用分配更加便捷、合理。

关键词: 粗糙集, 费用, 分配系数, 实例推理, 作业成本法

Abstract: At present, overhead cost is generally allocated in manufacturing industries by the two coefficients: static labor-hour and stochastic labor-hour coefficient. The first one is convenient for operation, but cannot reflect the real consumption among different products. The other one is close to the real consumption in a certain extent but easy to be controlled by disturbance factors. In order to solve the unreasonable problems of overhead cost allocation in the process of product costing using single allocation coefficient, a new determination method for overhead cost allocation coefficient based on neighborhood rough set and cased based reasoning is proposed through comparing with static labor-hour and stochastic labor-hour coefficient. Rough set theory is applied to calculating the important degree of each feature attribute and removing the redundant ones, then the most important features are selected to retrieve the most similar case in case database, a new allocation coefficient is obtained in the same time. The proposed method is also demonstrated by an application example. Compared with the above two methods, result indicates that it is effective to reduce the influences of disturbance factors in manufacturing system and improve the robustness of cost management system in the same time. The new method is more effective for allocating the overhead cost of production, so the computation of production cost is more convenient and reasonable.

Key words: Activity based costing, Allocation coefficient, Cased based reasoning, Overhead cost, Rough set

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