Adaptive surrogate-based design optimization with expected improvement used as infill criterion

DOI10.1080/02331934.2011.644286zbMath1248.65066OpenAlexW2020701469MaRDI QIDQ2903147

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Publication date: 23 August 2012

Published in: Optimization (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/02331934.2011.644286

zbMATH Keywords

numerical examplesfinite elementLatin hypercube samplingKrigingsurrogate modelsexpected improvementstructural design optimizationaircraft wing model

Mathematics Subject Classification ID

Numerical mathematical programming methods (65K05) Large-scale problems in mathematical programming (90C06) Nonlinear programming (90C30) Approximation methods and heuristics in mathematical programming (90C59)

Related Items (3)

Robust optimisation of computationally expensive models using adaptive multi-fidelity emulation ⋮ A review of flexible multibody dynamics for gradient-based design optimization ⋮ Inversion of groundwater contamination source based on a two-stage adaptive surrogate model-assisted trust region genetic algorithm framework

Cites Work

• Kriging metamodeling in simulation: a review
• Design and analysis of computer experiments. With comments and a rejoinder by the authors
• That BLUP is a good thing: The estimation of random effects. With comments and a rejoinder by the author
• R. A. Fisher and the making of maximum likelihood 1912--1922

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