Multi-objective optimization of GENIE Earth system models
نویسندگان
چکیده
منابع مشابه
Multi-objective optimization of GENIE Earth system models.
The tuning of parameters in climate models is essential to provide reliable long-term forecasts of Earth system behaviour. We apply a multi-objective optimization algorithm to the problem of parameter estimation in climate models. This optimization process involves the iterative evaluation of response surface models (RSMs), followed by the execution of multiple Earth system simulations. These c...
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ژورنال
عنوان ژورنال: Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences
سال: 2009
ISSN: 1364-503X,1471-2962
DOI: 10.1098/rsta.2009.0039