Optimization of black-box problems using Smolyak grids and polynomial approximations
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DOI: 10.1007/s10898-018-0643-0
Abstract: A surrogate-based optimization method is presented, which aims to locate the global optimum of box-constrained problems using input–output data. The method starts with a global search of the n-dimensional space, using a Smolyak (Sparse) grid… read more here.
Keywords: box problems; using smolyak; grids polynomial; optimization ... See more keywords