论文标题

使用进化元启示术对时间延迟控制问题的社会认知优化

Socio-cognitive Optimization of Time-delay Control Problems using Evolutionary Metaheuristics

论文作者

Kipinski, Piotr, Guzowski, Hubert, Urbanczyk, Aleksandra, Smolka, Maciej, Kisiel-Dorohinicki, Marek, Byrski, Aleksander, Oplatkova, Zuzana Kominkova, Senkerik, Roman, Pekar, Libor, Matusu, Radek, Gazdos, Frantisek

论文摘要

元硫疗法是通用优化算法,应用于解决困难问题,无法通过经典方法解决。在本文中,我们旨在基于种姓构建新型的社会认知元疗法,并将本算法的多个版本应用于时间播放系统模型的优化。除了提供背景和提出算法的细节外,我们还将它们应用于问题的选定变体并讨论结果。

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.

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