Adaptive Sampling with Varying Sampling Cost for Design Space Exploration
| Autor: | Chanyoung Park, Herman Lam, Raphael T. Haftka, Aravind Neelakantan, Yiming Zhang, Nam H. Kim |
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| Rok vydání: | 2019 |
| Předmět: |
020301 aerospace & aeronautics
Adaptive sampling Computer science Design space exploration Cumulative distribution function Design of experiments Aerospace Engineering Sampling (statistics) 02 engineering and technology Supercomputer 01 natural sciences Space exploration 010305 fluids & plasmas Surrogate model 0203 mechanical engineering 0103 physical sciences Algorithm |
| Zdroj: | AIAA Journal. 57:1032-1043 |
| ISSN: | 1533-385X 0001-1452 |
| Popis: | Surrogate models have been developed to infer the response of engineering systems based on scattered tests/simulations. An effective sampling scheme enables surrogates to have a desirable accuracy ... |
| Databáze: | OpenAIRE |
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