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基于基因表达式编程的装备测试需求建立方法

王俊亚 陈棣湘 潘孟春

测试技术学报2012,Vol.26Issue(4):297-302,6.
测试技术学报2012,Vol.26Issue(4):297-302,6.DOI:10.3969/j.issn.1671-7449.2012.04.005

基于基因表达式编程的装备测试需求建立方法

Establishment Method of Equipment Test Requirement Based on Gene Expression Programming

王俊亚 1陈棣湘 1潘孟春1

作者信息

  • 1. 国防科技大学机电工程与自动化学院,湖南长沙410073
  • 折叠

摘要

Abstract

In the test field, the notion of test requirement is always not clear. The research on gene expression programming algorithm was developed for aiming at the test requirement of certain equipment consulted the definition of the TYX Corporation. According to the electrical characteristics of the control and guide box, we designed the operation set and variable set based on the IEEE 1641 standard, the R - square - based fitness function, and the selection strategy combined with elitism and roulette. The establishment method of equipment test requirement based on gene expression programming was constituted with the partially mapped crossover operator, the heuristic mutation operator, the sequence insertion operator and the recombination operator facing at test application. As shown by experiments, this method is capable of generating test model by the observed data of the unit under test, obtaining accurate test signal requirement and referenced test method with universal validity.

关键词

测试模型/测试需求/信号模型/基因表达式编程(GEP)

Key words

test model/ test requirement/ signal model/ gene expression programming the control and guide box

分类

机械制造

引用本文复制引用

王俊亚,陈棣湘,潘孟春..基于基因表达式编程的装备测试需求建立方法[J].测试技术学报,2012,26(4):297-302,6.

基金项目

部委级预研基金资助项目(914A170501090) (914A170501090)

测试技术学报

OACSTPCD

1671-7449

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