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Multifidelity approaches for optimization under uncertainty

Published:2014-09-17 Issue:10 Volume:100 Page:746-772
ISSN:0029-5981
Container-title:International Journal for Numerical Methods in Engineering
language:en
Short-container-title:Int. J. Numer. Meth. Engng

Author:

Ng Leo W. T.¹,Willcox Karen E.¹

Affiliation:

1. Department of Aeronautics and Astronautics; Massachusetts Institute of Technology; Cambridge, MA 02139 USA

Funder

Air Force Office of Scientific Research

Publisher

Wiley

Subject

Applied Mathematics,General Engineering,Numerical Analysis

Link

http://onlinelibrary.wiley.com/wol1/doi/10.1002/nme.4761/fullpdf

Reference33 articles.

1. Approximation and Model Management in Aerodynamic Optimization with Variable Fidelity Models;Alexandrov;AIAA Journal of Aircraft,2001

2. A Rigorous Framework for Optimization of Expensive Functions by Surrogates;Booker;Structural and Multidisciplinary Optimization,1999

3. Eldred MS Giunta AA Collis SS Second-Order Corrections for Surrogate-Based Optimization with Model Hierarchies 10th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference Albany, NY 2004 1 15

4. A Multifidelity Approach for the Construction of Explicit Decision Boundaries: Application to Aeroelasticity;Dribusch;Structural and Multidisciplinary Optimization,2010

5. Evaluation of Failure Probability via Surrogate Models;Li;Journal of Computational Physics,2010

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4. Multi-Fidelity Design Framework Integrating Compositional Kernels to Facilitate Early-Stage Design Exploration of Complex Systems;Journal of Mechanical Design;2024-07-23

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