Socio-cognitive Optimization of Time-delay Control Problems using Evolutionary Metaheuristics
Piotr Kipiński, Hubert Guzowski, Aleksandra Urbańczyk, Maciej Smółka, Marek Kisiel‐Dorohinicki, Aleksander Byrski, Zuzana Komínková Oplatková, Roman Šenkeřík, Libor Pekař, Radek Matušů, František Gazdoš · 2022
Metaheuristics are universal optimization algorithms which should be used for solving difficult problems, unsolvable by classic approaches. In this paper we aim at constructing novel socio-cognitive metaheuristic based on castes, and apply several versions of this algorithm to optimization of time-delay system model. Besides giving the background and the details of the proposed algorithms we apply them to optimization of selected variants of the problem and discuss the results.