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基于区间的不确定多目标优化方法及应用

李新兰 姜潮 韩旭

中国机械工程2011,Vol.22Issue(9):1100-1106,7.
中国机械工程2011,Vol.22Issue(9):1100-1106,7.

基于区间的不确定多目标优化方法及应用

An Uncertainty Multi-objective Optimization Based on Interval Analysis and Its Application

李新兰 1姜潮 1韩旭1

作者信息

  • 1. 湖南大学汽车车身先进设计制造国家重点实验室,长沙,410082
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摘要

Abstract

An interval multi- objective optimization method was suggested based on non- linear interval analysis methods. The upper and lower bounds of every objective and constraint functions for each vector were calculated, by using the center value of the interval objective function, the non-dominated solution of the multi-objective optimization problems was calculated,with the interval possibility degrees,the nonlinear interval multi-objective problems were changed into the deterministic multi-objective problems. TheμMOGA was used to calculate the converted deterministic multi-objective problems. Finally, the method was applied to one numerical example and two engineering problems about ten truss structure and commercial automobile frame optimization. The results of these examples demonstrate the efficiency and engineering practicability of the presented method.

关键词

多目标优化/不确定性/区间/车架

Key words

multi- objective optimization/ uncertainty/ interval/ automobile frame

分类

信息技术与安全科学

引用本文复制引用

李新兰,姜潮,韩旭..基于区间的不确定多目标优化方法及应用[J].中国机械工程,2011,22(9):1100-1106,7.

基金项目

国家自然科学基金资助项目(10802028) (10802028)

国家重点基础研究发展计划(973计划)资助项目(2010CB832705) (973计划)

国家科技重大专项(2010ZX0417-013-005) (2010ZX0417-013-005)

湖南大学汽车车身先进设计制造国家重点实验室自主课题(60870003) (60870003)

中国机械工程

OA北大核心CSCDCSTPCD

1004-132X

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