作者投稿和查稿 主编审稿 专家审稿 编委审稿 远程编辑

计算机工程 ›› 2010, Vol. 36 ›› Issue (24): 244-246. doi: 10.3969/j.issn.1000-3428.2010.24.088

• 开发研究与设计技术 • 上一篇    下一篇

基于AHP和GEP的纯净水分类及模式发现

鞠训光1,张三友2,姜英姿1,宋农村1,徐德兰1   

  1. (1. 徐州工程学院信电工程学院,江苏 徐州 221008;2. 苏州大学计算机科学与技术学院,江苏 苏州 215000)
  • 出版日期:2010-12-20 发布日期:2010-12-14
  • 作者简介:鞠训光(1966-),男,讲师、博士,主研方向:智能计算,数据挖掘;张三友,硕士研究生;姜英姿,副教授、博士研究生;宋农村,教授;徐德兰,副教授、博士后
  • 基金资助:

    江苏省建设厅科技计划基金资助项目(200906170001); 江苏省高校自然科技指导性计划基金资助项目(06KJD610177);徐州市社会发展计划基金资助项目(XJ09095);徐州工程学院校基金资助项目(XKY20080315)

Classification and Pattern Discovery of Pure Water Based on AHP and GEP

JU Xun-guang 1, ZHANG San-you 2, JIANG Ying-zi 1, SONG Nong-cun 1, XU De-lan 1   

  1. (1. College of Information and Electrical Engineering, Xuzhou Institute of Technology, Xuzhou 221008, China;2. School of Computer Science and Technology, Soochow University, Suzhou 215000, China)
  • Online:2010-12-20 Published:2010-12-14

摘要:

食品安全监督检测部门无科学依据的随机抽样检测和数据挖掘很难求得分类的数学模型。针对该问题,通过层次分析法构建饮用纯净水质量风险的数学模型,对其进行分类挖掘。应用基因表达式编程对各风险类别的模式进行发现挖掘,验证基因表达式在数据分类模式发现中的效能。数据处理结果表明,该方法可为食品检测部门提供科学量化的管理和控制风险决策模型。

关键词: 层次分析法, 基因表达式编程, 分类挖掘, 模式发现, 纯净水

Abstract:

The detection of food safety supervision and inspection department with a random sample of non-scientific basis and a mathematical model is difficult to be obtained for classification of data mining. Aiming at this problem, the model of drinking pure water which mines the quality risk classification is constructed by applying Analytic Hierarchy Process(AHP) and the quality of risk classification is mined. At the same time, model for each risk category is found by application of Gene Expression Programming(GEP), the result demonstrates that GEP has the high classification ability for mining model. Data processing results show that the detection resources and funds can be saved for the food inspection department, scientific and quantitative decision-making model can be provided for risk management and control.

Key words: Analytic Hierarchy Process(AHP), Gene Expression Programming(GEP), classification mining, pattern discovery, pure water

中图分类号: