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math.OC2022★ 5 cited
An extensive numerical benchmark study of deterministic vs. stochastic derivative-free global optimization algorithms
Linas Stripinis, Remigijus Paulavičius
Research in derivative-free global optimization is under active development, and many solution techniques are available today. Therefore, the experimental comparison of previous an…
math.OC2022★ 13 cited
Lipschitz-inspired HALRECT Algorithm for Derivative-free Global Optimization
Linas Stripinis, Remigijus Paulavičius
This article considers a box-constrained global optimization problem for Lipschitz-continuous functions with an unknown Lipschitz constant. Motivated by the famous DIRECT (DIviding…