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望目特性连续型参数稳健设计遗传优化方法

沈玲 曾强 宋红娜 吴立云

计算机工程与应用Issue(23):215-220,251,7.
计算机工程与应用Issue(23):215-220,251,7.DOI:10.3778/j.issn.1002-8331.1304-0394

望目特性连续型参数稳健设计遗传优化方法

Optimization method based on genetic evolution for robust continuous parameter design in target being best

沈玲 1曾强 2宋红娜 2吴立云2

作者信息

  • 1. 河南理工大学 安全科学与工程学院,河南 焦作 454000
  • 2. 河南理工大学 能源科学与工程学院,河南 焦作 454000
  • 折叠

摘要

Abstract

Aiming at the problem of robust continuous parameter design in the target being best, in which the output value can be got by theoretical calculation, an optimization method based on genetic evolution is proposed. The researched problem in this paper is described. The technical idea of the optimization method based on genetic evolution for the researched problem is pre-sented. In the proposed method, the discretization is replaced by dense sampling, the experiment scheme is replaced by individual, the fixed internal table is replaced by transformable population, and the optimal design scheme is got through genetic evolution process. The genetic algorithm for robust continuous parameter design in the target being best is presented and designed. The cal-culation flow, the individual coding, the individual fitness, the population initialization, decoding operation and genetic opera-tion are described. The effectiveness of the proposed method is validated by case study.

关键词

参数稳健设计/望目特性/连续型参数/优化方法/遗传算法

Key words

robust parameter design/target being best/continuous parameter/optimization method/genetic algorithm

分类

管理科学

引用本文复制引用

沈玲,曾强,宋红娜,吴立云..望目特性连续型参数稳健设计遗传优化方法[J].计算机工程与应用,2013,(23):215-220,251,7.

基金项目

国家自然科学基金(No.51104056);河南省教育厅科学技术研究项目(No.12B120005)。 ()

计算机工程与应用

OACSCDCSTPCD

1002-8331

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