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    請使用永久網址來引用或連結此文件: https://ir.lib.ncu.edu.tw/handle/987654321/100250


    題名: Calibration of imprecise and inaccurate numerical models considering fidelity and robustness: a multi-objective optimization-based approach
    作者: 莊長賢;Atamturktur, Sez;Liu, Zhifeng;Cogan, Scott;Juang, Hsein
    貢獻者: 工學院土木工程學系
    關鍵詞: Accuracy;Calibration;Computational Mathematics and Numerical Analysis;Engineering;Engineering Design;Finite element method;Mathematical models;Mechanics;Multiple objective analysis;Optimization;Parameter uncertainty;Physics;Research Paper;Robustness (mathematics);Steel structures;Theoretical and Applied Mechanics
    日期: 2015-03-01
    上傳時間: 2026-04-21 13:55:16 (UTC+8)
    出版者: Springer Verlag;Berlin/Heidelberg: Springer Science and Business Media LLC
    摘要: 摘要: Traditionally, model calibration is formulated as a single objective problem, where fidelity to measurements is maximized by adjusting model parameters. In such a formulation however, the model with best fidelity merely represents an optimum compromise between various forms of errors and uncertainties and thus, multiple calibrated models can be found to demonstrate comparable fidelity producing non-unique solutions. To alleviate this problem, the authors formulate model calibration as a multi-objective problem with two distinct objectives: fidelity and robustness. Herein, robustness is defined as the maximum allowable uncertainty in calibrating model parameters with which the model continues to yield acceptable agreement with measurements. The proposed approach is demonstrated through the calibration of a finite element model of a steel moment resisting frame.
    其他題名: Struct Multidisc Optim
    出版者: Berlin/Heidelberg: Springer Science and Business Media LLC
    出版日期: 2015-03-01
    出處: Structural and Multidisciplinary Optimization, 2015-03, Vol.51 (3), p.659-671
    資源來源: Springer Nature Link Journals
    版權: Springer-Verlag Berlin Heidelberg 2014
    版權: Structural and Multidisciplinary Optimization is a copyright of Springer, (2014). All Rights Reserved.
    版權: licence_http://creativecommons.org/publicdomain/zero
    識別號: ISSN: 1615-147X
    識別號: ISSN: 1615-1488
    識別號: EISSN: 1615-1488
    識別號: DOI: 10.1007/s00158-014-1159-y
    顯示於類別:[土木工程學系 ] 期刊論文

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