基于基因表达式编程的软件可靠性评测方法的改进

英文篇名：Some improvements in the reliability evaluation system based on gene expression programming
中文刊名：重庆教育学院学报
英文刊名：Journal of Chongqing College of Education
作者：朱盈贤
英文作者：ZHU Ying-xian (Department of Computer and Modern Educational Technology ; Chongqing Education College ; Chongqing ; 400067 ; China)
中文关键词：基因表达式编程 ; 一步向前预测 ; 软件可靠性评测
英文关键词：gene expression programming (GEP) ; One-step-ahead median prediction ; software reliability evaluation
出版日期：2009-05-25
机构：重庆教育学院计算机与现代教育技术系;
年：2009
期：03
出版单位：重庆教育学院学报

摘要

对当前建立的基于基因表达式编程的软件可靠性评测方法进行改进,引入了连续一步向前预测方式,并以改进后的系统和传统的数学模型预测方法做了对比实验。实验的结果证明基于GEP的预测方法具有更高的预测精度。
The paper gives some improvements in the reliability evaluation system based on GEP and introduces a successive one-step-ahead median prediction way and some comparison experiments between the improved system and the traditional prediction methods of mathematics model have been conducted. The experimental results show that the GEP evaluation method has a better precision than the traditional methods.

引文

[1]徐仁佐,郑人杰,等.软件可靠性模型及应用[M].北京:清华大学出版社,1994.
    [2]陈兆国.时间序列及其谱分析[M].北京:科学出版社,1988.
    [3]甘仞初.动态数据的统计分析[M].北京:北京理工大学出版社,1991.
    [4]Michael R.Lyu.Handbook of Software Reliability Engi-neering[M].McGraw-Hill,1996.
    [5]D.R.M.Herrick,G.P.Nason,B.W.Silverman.Some New Methods for Wavelet Density Estimation.Technical Report of University of Bristol,2001.
    [6]郑治真,沈萍等.小波变换及其MATLAB工具的应用[M].北京:地震出版社,2001.
    [7]程卫国,等.MATLAB5.3精要、编程及高级应用[M].北京:机械工业出版社,2000.
    [8]徐仁佐.软件可靠性专家系统(SRES)开发[M].北京:清华大学出版社,1996.