A trust-region algorithm using Hermite kernel surrogates with error-bound-defined regions is proven to converge and shows moderate gains on test problems.
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A trust-region framework for optimization using Hermite kernel surrogate models
A trust-region algorithm using Hermite kernel surrogates with error-bound-defined regions is proven to converge and shows moderate gains on test problems.