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math.OC2023★ 3 cited
GENDIRECT: a GENeralized DIRECT-type algorithmic framework for derivative-free global optimization
Linas Stripinis, Remigijus Paulavičius
Over the past three decades, numerous articles have been published discussing the renowned DIRECT algorithm (DIvididing RECTangles). These articles present innovative ideas to enha…
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…