Variable-fidelity expected improvement based efficient global optimization of expensive problems in presence of simulation failures and its parallelization
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DOI: 10.1016/j.ast.2021.106572
Abstract: Abstract To further alleviate the computational cost of single-fidelity efficient global optimization (EGO) method, the variable-fidelity surrogate-based EGO method assisted by variable-fidelity expected improvement (VF-EI) criterion has emerged and demonstrated to be efficient. This method… read more here.
Keywords: simulation failures; optimization; method; variable fidelity ... See more keywords