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A multi-objective robust optimization approach for engineering design under interval uncertainty

机译:区间不确定性下工程设计的多目标鲁棒优化方法

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摘要

Purpose - Engineering system design and optimization problems are usually multi-objective and constrained and have uncertainties in the inputs. These uncertainties might significantly degrade the overall performance of engineering systems and change the feasibility of the obtained solutions. This paper aims to propose a multi-objective robust optimization approach based on Kriging metamodel (K-MORO) to obtain the robust Pareto set under the interval uncertainty.
机译:目的-工程系统的设计和优化问题通常是多目标且受约束的,并且在输入中具有不确定性。这些不确定性可能会大大降低工程系统的整体性能,并改变所获得解决方案的可行性。本文旨在提出一种基于Kriging元模型(K-MORO)的多目标鲁棒优化方法,以获得区间不确定性下的鲁棒Pareto集。

著录项

  • 来源
    《Engineering Computations》 |2018年第2期|580-603|共24页
  • 作者单位

    Huazhong Univ Sci & Technol, Sch Aerosp Engn, Wuhan, Hubei, Peoples R China;

    Huazhong Univ Sci & Technol, Sch Mech Sci & Engn, State Key Lab Digital Mfg Equipment & Technol, Wuhan, Hubei, Peoples R China;

    Huazhong Univ Sci & Technol, Sch Mech Sci & Engn, State Key Lab Digital Mfg Equipment & Technol, Wuhan, Hubei, Peoples R China;

    Huazhong Univ Sci & Technol, Sch Mech Sci & Engn, State Key Lab Digital Mfg Equipment & Technol, Wuhan, Hubei, Peoples R China;

    Huazhong Univ Sci & Technol, Sch Mech Sci & Engn, State Key Lab Digital Mfg Equipment & Technol, Wuhan, Hubei, Peoples R China;

    Huazhong Univ Sci & Technol, Sch Mech Sci & Engn, State Key Lab Digital Mfg Equipment & Technol, Wuhan, Hubei, Peoples R China;

    Huazhong Univ Sci & Technol, Sch Mech Sci & Engn, State Key Lab Digital Mfg Equipment & Technol, Wuhan, Hubei, Peoples R China;

    Huazhong Univ Sci & Technol, Sch Mech Sci & Engn, State Key Lab Digital Mfg Equipment & Technol, Wuhan, Hubei, Peoples R China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Multi-objective optimization; Sequential sampling; Robust optimization; Interpolation uncertainty; Interval uncertainty;

    机译:多目标优化;顺序采样;稳健优化;插值不确定性;区间不确定性;

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