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- W4254941920 abstract "Abstract. A Bayesian optimization approach to localize a contaminant source is proposed. The localization problem is illustrated with two 2D synthetic cases which display sharp transmissivity contrasts and specific connectivity patterns. These cases generate highly non-linear objective functions that present multiple local minima. A derivative-free global optimization algorithm relying on a Gaussian Process model and on the Expected Improvement criterion is used to efficiently localize the minimum of the objective function which identifies the contaminant source. In addition, the generated objective functions are made available as a benchmark to further allow the comparison of optimization algorithms on functions characterized by multiple minima and inspired by concrete field applications." @default.
- W4254941920 created "2022-05-12" @default.
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- W4254941920 date "2017-08-14" @default.
- W4254941920 modified "2023-09-23" @default.
- W4254941920 title "Contaminant source localization via Bayesian global optimization" @default.
- W4254941920 doi "https://doi.org/10.5194/hess-2017-377" @default.
- W4254941920 hasPublicationYear "2017" @default.
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