Socio-cognitive Optimization of Time-delay Control Problems using Agent-based Metaheuristics
Mateusz Nabywaniec, Hubert Guzowski, Aleksandra Urbańczyk, Maciej Smółka, Marek Kisiel‐Dorohinicki, Aleksander Byrski, Zuzana Komínková Oplatková, Roman Šenkeřík, Libor Pekař, Radek Matušů, František Gazdoš · 2022
Following the introduction of the socio-cognitive caste-based algorithms into the classic evolutionary metaheuristics, in this paper we focus on similar task regarding agent-based universal optimization methods. We tackle EMAS and DE algorithms and enrich them also with TOPSIS-inspired mechanism. Besides giving the details of the methods and the background, we present preliminary results after applying those techniques to solving the problem of optimization of time-delay system model.