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@inproceedings{42740, author = {Valenta, Daniel and Ciencialová, Lucie and Langer, Miroslav and Cienciala, Luděk}, address = {Slovensko}, booktitle = {Proceedings of the 20th Conference Information Technologies - Applications and Theory (ITAT 2020)}, edition = {2718}, editor = {Holeňa, Martin; Horváth, Tomáš; Kelemenová, Alica; Mráz, František; Pardubská, Dana; Plátek, Martin; Sosík, Petr}, keywords = {2D P colony; Blackboard; Multi-agent systems; Optimization; P systems; Pack algorithm; Computation theory}, howpublished = {elektronická verze "online"}, language = {eng}, location = {Slovensko}, pages = {192-200}, publisher = {CEUR Workshop Proceedings}, title = {Modelling of Grey Wolf Optimization Algorithm Using 2D P colonies}, url = {http://ceur-ws.org/Vol-2718/paper32.pdf}, year = {2020} }
TY - JOUR ID - 42740 AU - Valenta, Daniel - Ciencialová, Lucie - Langer, Miroslav - Cienciala, Luděk PY - 2020 TI - Modelling of Grey Wolf Optimization Algorithm Using 2D P colonies PB - CEUR Workshop Proceedings CY - Slovensko KW - 2D P colony KW - Blackboard KW - Multi-agent systems KW - Optimization KW - P systems KW - Pack algorithm KW - Computation theory UR - http://ceur-ws.org/Vol-2718/paper32.pdf L2 - http://ceur-ws.org/Vol-2718/paper32.pdf N2 - The P colonies are a well-established version of the P systems, the computational device based on membrane computing. One branch of the research of the P colonies focuses on the possibility to consider the twodimensional environment, in which the agents act, and the 2D P colonies were introduced. 2D P colonies showed to be suitable for the simulations of various (not only) multi-agent systems, and natural phenomena, like the flash floods. However, the agents of the 2D P colony are able to communicate via the environment, by leaving some special symbols in it, this may not be sufficient for simulating some more complex communities of the agents, for example the hunting pack of the grey wolves. In this paper, we introduce a formal model of the 2D P colonies with the blackboard as an extension of the 2D P colonies. We also allow the agents to use simple relational operations to compare real numbers that can be stored inside special symbols. We use this model to simulate the Grey wolf algorithm. ER -
VALENTA, Daniel, Lucie CIENCIALOVÁ, Miroslav LANGER a Luděk CIENCIALA. Modelling of Grey Wolf Optimization Algorithm Using 2D P colonies. In Holeňa, Martin; Horváth, Tomáš; Kelemenová, Alica; Mráz, František; Pardubská, Dana; Plátek, Martin; Sosík, Petr. \textit{Proceedings of the 20th Conference Information Technologies - Applications and Theory (ITAT 2020)}. 2718. vyd. Slovensko: CEUR Workshop Proceedings. s.~192-200. ISSN~1613-0073. 2020.
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