A Novel First-Order Predicate Logic Rule Mining Algorithm Based on GEP

ZUO Jie; TANG Chang-jie; 陈瑜; 徐开阔; 林夏祥; 朱军

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A Novel First-Order Predicate Logic Rule Mining Algorithm Based on GEP

更新时间：2023-11-28

- A Novel First-Order Predicate Logic Rule Mining Algorithm Based on GEP
- Advanced Engineering Sciences Vol. 40, Issue 6, Pages: 115-120(2008)
- 作者机构：
  
  1. 四川大学
  2. 中国出生缺陷监测中心
- 作者简介：
- 基金信息：
- DOI：
  CLC：
- Published：2008，
  
  Published Online：14 July 2008，
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左劼,唐常杰,陈瑜,徐开阔,林夏祥,朱军.PHVB：基于GEP的一阶谓词逻辑规则挖掘算法[J].工程科学与技术,2008,40(6):115-120.

ZUO Jie, TANG Chang-jie, 陈瑜, et al. A Novel First-Order Predicate Logic Rule Mining Algorithm Based on GEP. [J]. Advanced Engineering Sciences 40(6):115-120(2008)
左劼,唐常杰,陈瑜,徐开阔,林夏祥,朱军.PHVB：基于GEP的一阶谓词逻辑规则挖掘算法[J].工程科学与技术,2008,40(6):115-120. DOI：

ZUO Jie, TANG Chang-jie, 陈瑜, et al. A Novel First-Order Predicate Logic Rule Mining Algorithm Based on GEP. [J]. Advanced Engineering Sciences 40(6):115-120(2008) DOI：

摘要

中文摘要: 为了有效挖掘一阶谓词逻辑规则，本文提出了一种基于基因表达式编程(GEP)技术的挖掘算法：PHVB算法。主要工作包括：提出了规范一阶谓词规则概念；设计了量词隐含、变元绑定策略，将一阶谓词规则挖掘问题转化为GEP算法能够解决的形式；提出了基于GEP的一阶谓词逻辑规则挖掘算法PHVB算法；翔实的实验结果表明，采用PHVB算法可以有效发现一阶谓词关联规则。

Abstract

Abstract:In order to mining the first-order predicate logic rule effectivly

this paper proposes a novel first-order predicate logic rule mining algorithm PHVB algorithm based on Gene Expression Programming(GEP). The main contributions includes: Proposes a new formal concept of the first-order predicate logic rule; proposes two strategies

quantifier-free strategy and Variables Bounding strategy

which make it is easy to deal with the first-order predicate logic rule mining with GEP; proposes a novel first-order predicate rule mining algorithm PHVB algorithm. Extensive experiments demonstrate that the feasibility and the efficiency of PHVB is high.

关键词

一阶谓词逻辑，基因表达式编程，数据挖掘

Keywords

First Order Predicate Rule Gene Expression Programming Data Mining

references

Agrawal R,Imiclinski T,Swami A,Database mining:A performance perspective,IEEE Transactions on Knowledge and Data Engineering,1993(5).

Agrawal R,Srikant R,Fast algorithm for mining association rules,1994.

Zeng Tao,Tang Changjie,Xiang Yong,A model of immune Gene Expression Programming for rule mining,Journal of Universal Computer Science,2007(10).

Zuo Jie,Tang Changjie,Zhang Tianqing,Mining predicate association rule by Gene Expression Programming,2002.

吴子华,离散数学教程,成都:四川大学出版社,1999.

Ferreira C,Gene Expression Programming:A new adaptive agorithm for solving problems,Complex Systems,2001(2).

Mitchell M,An introduction to genetic algorithms,Cambridge,ma:the Mit Press,1996.

段磊.唐常杰.左劼.陈宇.钟义啸.元昌安基于基因表达式编程的抗噪声数据的函数挖掘方法 [J].

Banzhaf W,Genotype-phenotype-mapping and neutral variation-A case study in Genetic Programming,1994.

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