Review and Computational Study on Practicality of Derivative-Free DIRECT-Type Methods
Linas Stripinis,
Remigijus Paulavičius
Abstract:Derivative-free DIRECT-type global optimization algorithms are increasingly favoured for their simplicity and effectiveness in addressing real-world optimization challenges. This review examines their practical applications through a systematic analysis of scientific journals and computational studies. In particular, significant challenges in reproducibility have been identified with practical problems. To address this, we conducted an experimental study using practical problems from reputable CEC libraries, c… Show more
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