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Weibull 分布下基于遗传算法的设备寿命预测

邓炳杰 陈晓慧

数学杂志2016,Vol.36Issue(2):385-392,8.
数学杂志2016,Vol.36Issue(2):385-392,8.

Weibull 分布下基于遗传算法的设备寿命预测

THE EQUIPMENT LIFE PREDICTION BASED ON WEIBULL DISTRIBUTION AND GENETIC ALGORITHM

邓炳杰 1陈晓慧1

作者信息

  • 1. 重庆大学机械传动国家重点实验室,重庆 400030
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摘要

Abstract

In this paper, we predict the equipment life reliability which is based on Weibull distribution. By using the improved GA which includes the improvement of the coding scheme, the establishment of the objective function, the improvement of the genetic operation, the problem of parameter estimation of Weibull distribution is resolved, then the Weibull distribution model and the equipment reliability life model are established.

关键词

Weibull分布/遗传算法/寿命预测

Key words

Weibull distribution/genetic algorithm/the prediction of life

分类

数理科学

引用本文复制引用

邓炳杰,陈晓慧..Weibull 分布下基于遗传算法的设备寿命预测[J].数学杂志,2016,36(2):385-392,8.

基金项目

机械传动国家重点实验室自主项目资助(SKLMT-ZZKT-2012 MS 02) (SKLMT-ZZKT-2012 MS 02)

国家自然科学基金重点项目(51035008) (51035008)

数学杂志

OA北大核心CSTPCD

0255-7797

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