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- W2139943902 abstract "Using statistical emulators to guide sequential evaluations of complex computer experiments is now a well-established practice. When a model provides multiple outputs, a typical objective is to optimize one of the outputs with constraints (for instance, a threshold not to exceed) on the values of the other outputs. We propose here a new optimization strategy based on the stepwise uncertainty reduction paradigm, which oers an ecient trade-o between exploration and local search near the boundaries. The strategy is illustrated on numerical examples." @default.
- W2139943902 created "2016-06-24" @default.
- W2139943902 creator A5010451551 @default.
- W2139943902 date "2014-04-22" @default.
- W2139943902 modified "2023-10-16" @default.
- W2139943902 title "A Stepwise uncertainty reduction approach to constrained global optimization" @default.
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