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Mathematics / Multidisciplinary design optimization / Interpolation / Quasi-Newton method / Surrogate model / Genetic algorithm / Maximum likelihood / Global optimization / Numerical analysis / Mathematical optimization / Applied mathematics / Science


AIAA JOURNAL Vol. 50, No. 5, May 2012 Provably Convergent Multifidelity Optimization Algorithm Not Requiring High-Fidelity Derivatives Andrew March∗ and Karen Willcox†
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Document Date: 2013-06-19 14:19:05

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File Size: 1,42 MB

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City

Orlando / Interpolation / Cambridge / Danvers / /

Company

Clearance Center Inc. / Aeronautics and Astronautics Inc. / /

Currency

USD / /

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Facility

Karen Willcox† Massachusetts Institute of Technology / /

IndustryTerm

calibration algorithm / optimization algorithm / region-based optimization algorithm / computational algorithms / immense and designing systems / calibration point selection algorithm / derivative-free trust region algorithm / derivative-free pattern-search method / interpolation model construction algorithm / genetic algorithm / trust region optimization algorithm / pattern-search method / trust region algorithms / rst-order consistent multifidelity trust region algorithms / unconstrained optimization algorithm / search region / convergent multifidelity optimization algorithm / multifidelity optimization algorithm / trust region algorithm / larger search region / /

Organization

Massachusetts Institute of Technology / U.S. Securities and Exchange Commission / Department of Aeronautics and Astronautics / Copyright Clearance Center / American Institute of Aeronautics and Astronautics / /

Person

Andrew March / Karen Wilcox / /

Position

error model / ek x / Multidisciplinary Design Optimization Specialist / Associate Professor / /

Product

Pentax K-x Digital Camera / /

ProgrammingLanguage

FL / R / C / L / /

ProvinceOrState

Florida / Massachusetts / /

Technology

calibration algorithm / RBF interpolation model construction algorithm / AddPoints algorithm / SAO algorithms / genetic algorithm / trust region optimization algorithm / quasi-Newton algorithm / 2012 Provably Convergent Multifidelity Optimization Algorithm / using Algorithm / region-based optimization algorithm / multifidelity optimization algorithm / optimization algorithm / trust region algorithm / Bayesian Calibration Models Algorithm / derivative-free trust region algorithm / unconstrained optimization algorithm / provably convergent multifidelity optimization algorithm / x0 Trust Region Implementation Algorithm / simulation / calibration point selection algorithm / rst-order consistent multifidelity trust region algorithms / trust region algorithms / /

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