多支持度关联规则在库存管理中的应用  

Application of Association Rules with Multiple Supports in Inventory Management

作　　者：刘振宇[1,2] 徐维祥[2] 

机构地区：[1]内蒙古大学交通学院,呼和浩特010070 [2]北京交通大学交通运输学院,北京100044

出　　处：《内蒙古大学学报（自然科学版）》2012年第3期313-318,共6页Journal of Inner Mongolia University：Natural Science Edition

基　　金：国家科技支撑计划课题(2009BAG12A10);北京市科委课题(Z090506006309011)

摘　　要：传统库存管理方法只考虑产品自身特点,按产品的某种属性进行分类,然后分类管理.然而,产品的库存重要程度不仅取决于产品自身的特点,同时还应考虑其他产品的关联影响.可以采用多支持度的关联规则模型来发现这种产品间的关联模式.在规则生成过程中结合"ABC"分类法,并且为了简化规则的生成过程,定义了基于约束的规则生成法.利用这种方法形成"A"类产品相关的关联规则,辅助制定库存管理决策.Traditional inventory management methods manage the inventoty items with different methods according to certain attributes of the items which only consider the characteristics of the item itself.However the attributes of items in stock not only depend on the characteristics of the item itself,but also the associated effect derived from other items.The association rule model with multiple supports is used to discover the effect of interaction between different items.In the process of rule generation,combined with 'ABC' classification the constraint-based association rule is defined to simplify the generation process of rules.Then association rules associated with 'A' items can be generated in consideration of the characteristics of the item itself and the iteraction between items to support inventory management decision making.

关 键 词：库存分类 关联规则 多支持度 

分 类 号：TP391[自动化与计算机技术—计算机应用技术]