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区间型决策概念格在质量—库存管理中的应用
  • ISSN号：1001-3695
  • 期刊名称：计算机应用研究
  • 时间：2012.11.15
  • 页码：4228-4231
  • 分类：TP391[自动化与计算机技术—计算机应用技术;自动化与计算机技术—计算机科学与技术]
  • 作者机构：[1]华北水利水电学院数学与信息科学学院,郑州450046, [2]西南交通大学交通运输与物流学院,成都610031, [3]西南交通大学智能控制开发中心,成都610031
  • 相关基金：国家自然科学基金资助项目（71101049,61175055）; 四川省科技厅应用基础研究资助项目（08JC0068）; 四川省科技支撑计划资助项目（2011FZ0051）
  • 相关项目：基于格值逻辑的α-n(t)元归结动态自动推理研究
作者： 杨丽|王宇辉|徐扬|
关键词： 区间型决策概念格, 质量成本, 库存成本, 决策规则, 质量管理, interval decision concept lattice, quality cost, inventory cost, decision rule, quality management
中文摘要：

概念格是一种用于知识发现和数据挖掘的优良工具,通过区间型概念格模型的建立实现其在质量—库存决策中的应用。具体定义了区间型形式背景及区间型形式概念,构造了区间型决策概念格,并在同态映射的作用下,提出了决策规则的挖掘方法;进一步从企业的质量成本与库存成本间的关系出发,通过概念格可视化的结构图展示了质量—库存成本中各影响因素以及它们间的偏序关系,给出了基于概念格的决策规则提取方法,挖掘出了模型中的隐藏知识,并给出了具体的实现步骤,进而为有效制定质量管理的各项决策提供依据。

英文摘要：

Concept lattice is an excellent tool of knowledge discovery and data mining.This paper established an interval concept lattice and applied it into the decision for quality-inventory cost.Specifically,it defined the interval formal context,the interval formal concept and established an interval concept lattice,and in the role of homomorphism,proposed the mining method of decision rules.Furthermore,from the start of the relationship between the quality and inventory cost,showed the impact factors and the relationships among them on the visualization of the concept lattice structure and the decision rules and extracted the hidden knowledge in the model and gave the specific implementation steps.Thus,for the effective development of quality management,this paper provided the basis for decision making.

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期刊信息
  • 《计算机应用研究》
  • 北大核心期刊（2011版）
  • 主管单位:四川省科学技术厅
  • 主办单位:四川省计算机研究院
  • 主编：刘营
  • 地址：成都市成科西路3号
  • 邮编：610041
  • 邮箱：arocmag@163.com
  • 电话：028-85210177 85249567
  • 国际标准刊号：ISSN：1001-3695
  • 国内统一刊号：ISSN：51-1196/TP
  • 邮发代号:62-68
  • 获奖情况:
  • 第二届国家期刊奖百种重点科技期刊,国内计算技术类重点核心期刊,国内外著名数据库收录期刊
  • 国内外数据库收录:
  • 俄罗斯文摘杂志,波兰哥白尼索引,英国科学文摘数据库,日本日本科学技术振兴机构数据库,中国中国科技核心期刊,中国北大核心期刊（2004版）,中国北大核心期刊（2008版）,中国北大核心期刊（2011版）,中国北大核心期刊（2014版）,中国北大核心期刊（2000版）
  • 被引量:60049