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MITESD_77S10_lec17

MITESD_77S10_lec17 - Multidisciplinary System Design...

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1 © Massachusetts Institute of Technology - Prof. de Weck and Prof. Willcox Engineering Systems Division and Dept. of Aeronautics and Astronautics Approximation Methods Karen Willcox Slides from: Theresa Robinson, Andrew March Multidisciplinary System Design Optimization (MSDO)
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2 © Massachusetts Institute of Technology - Prof. de Weck and Prof. Willcox Engineering Systems Division and Dept. of Aeronautics and Astronautics Outline Introduction to approximation methods Data fit methods Polynomial response surfaces Kriging Model order reduction Reduced-basis methods Proper orthogonal decomposition Multifidelity methods Trust-region model management
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