7th AIAA/USAF/NASA/ISSMO Symposium on Multidisciplinary Analysis and Optimization · 1998 · 69 citations · 11 references
Numerical AnalysisEngineeringMultidisciplinary Design OptimizationOptimal Experimental DesignComputer-aided DesignStructural OptimizationComputational MechanicsShape OptimizationModeling And SimulationAircraft Design ProcessGeometric ModelingDesign Space ExplorationDesignTopology OptimizationApproximation Model BuildingAerospace EngineeringCentral Composite DesignsNatural SciencesAerodynamicsResponse Surface MethodsMetamodeling TechniqueMultiscale Modeling
This paper discusses response surface methods for approximation model building and multidisciplinary design optimization. The response surface methods discussed are central composite designs, Bayesian methods and D-optimal designs. An over-determined D-optimal design is applied to a configuration design and optimization study of a wing-body, launch vehicle. Results suggest that over determined D-optimal designs may provide an efficient approach for approximation model building and for multidisciplinary design optimization.
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Design and Analysis of Computer Experiments
Jerome Sacks, William J. Welch, Toby J. Mitchell et al. · Statistical Science · 1989 · 6.9K citations · Full text
Empirical Model Building and Response Surfaces
Anne E. Freeny, George E. P. Box, Norman R. Draper · Technometrics · 1988 · 5.1K citations
Raymond H. Myers, Douglas C. Montgomery · IIE Transactions · 1996 · 3.8K citations
Engineering, Logistics Optimization, Computer-aided Design +21