تقرير
Socio-cognitive Optimization of Time-delay Control Problems using Evolutionary Metaheuristics
| العنوان: | Socio-cognitive Optimization of Time-delay Control Problems using Evolutionary Metaheuristics |
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| المؤلفون: | Kipinski, Piotr, Guzowski, Hubert, Urbanczyk, Aleksandra, Smolka, Maciej, Kisiel-Dorohinicki, Marek, Byrski, Aleksander, Oplatkova, Zuzana Kominkova, Senkerik, Roman, Pekar, Libor, Matusu, Radek, Gazdos, Frantisek |
| سنة النشر: | 2022 |
| المجموعة: | Computer Science |
| مصطلحات موضوعية: | Computer Science - Neural and Evolutionary Computing, Computer Science - Artificial Intelligence, I.2.11, I.2.8 |
| الوصف: | 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. Comment: In proceedings of the Intelligent Systems IS2022 Conference, October 12-14, 2022, Warsaw, Poland |
| نوع الوثيقة: | Working Paper |
| URL الوصول: | http://arxiv.org/abs/2210.12872 |
| رقم الأكسشن: | edsarx.2210.12872 |
| قاعدة البيانات: | arXiv |
| الوصف غير متاح. |