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cs.NE2026
Automatic Design of Optimization Test Problems with Large Language Models
Wojciech Achtelik, Hubert Guzowski, Maciej Smołka +1
The development of black-box optimization algorithms depends on the availability of benchmark suites that are both diverse and representative of real-world problem landscapes. Wide…
cs.NE2022★ 2 cited
Socio-cognitive Optimization of Time-delay Control Problems using Evolutionary Metaheuristics
Piotr Kipinski, Hubert Guzowski, Aleksandra Urbanczyk +8
Metaheuristics are universal optimization algorithms which should be used for solving difficult problems, unsolvable by classic approaches. In this paper we aim at constructing nov…