Modelling of Grey Wolf Optimization Algorithm Using 2D P colonies

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F47813059%3A19240%2F20%3AA0000666" target="_blank" >RIV/47813059:19240/20:A0000666 - isvavai.cz</a>

Výsledek na webu

<a href="http://ceur-ws.org/Vol-2718/paper32.pdf" target="_blank" >http://ceur-ws.org/Vol-2718/paper32.pdf</a>

DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

Modelling of Grey Wolf Optimization Algorithm Using 2D P colonies

Popis výsledku v původním jazyce

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.

Název v anglickém jazyce

Modelling of Grey Wolf Optimization Algorithm Using 2D P colonies

Popis výsledku anglicky

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.

Druh

D - Stať ve sborníku

CEP obor

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OECD FORD obor

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Projekt

<a href="/cs/project/LQ1602" target="_blank" >LQ1602: IT4Innovations excellence in science</a><br>

Návaznosti

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2020

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

Proceedings of the 20th Conference Information Technologies - Applications and Theory (ITAT 2020)

ISBN

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ISSN

1613-0073

e-ISSN

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Počet stran výsledku

9

Strana od-do

192-200

Název nakladatele

CEUR Workshop Proceedings

Místo vydání

Slovensko

Místo konání akce

Oravská Lesná, Slovakia

Datum konání akce

1. 1. 2020

Typ akce podle státní příslušnosti

EUR - Evropská akce

Kód UT WoS článku

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