On 2D P Colonies and Grey Wolf Algortihm

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F47813059%3A19240%2F20%3AA0000691" target="_blank" >RIV/47813059:19240/20:A0000691 - isvavai.cz</a>

Výsledek na webu

<a href="https://www.sgem.org/index.php/elibrary?view=publication&task=show&id=6991" target="_blank" >https://www.sgem.org/index.php/elibrary?view=publication&task=show&id=6991</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.5593/sgem2020/2.1/s07.030" target="_blank" >10.5593/sgem2020/2.1/s07.030</a>

Jazyk výsledku

angličtina

Název v původním jazyce

On 2D P Colonies and Grey Wolf Algortihm

Popis výsledku v původním jazyce

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 two-dimensional 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. The Grey wolf algorithm is the optimization-based algorithm inspired by social dynamics found in packs of grey wolves and by their ability to create dynamically hierarchies in which every member has a clearly defined role. The wolves' primary goal is to find and hunt down prey, which in our case equals finding the optimal solution to the given problem. The grey wolf algorithm displays positive results thanks to the principles of randomness and communication between wolves. In this paper, we propose a model of the 2D P colonies with the blackboard. The only communicating device in the case of the 2D P colony is the environment, what is not sufficient for some kinds of multi-agent systems. The blackboard is a communication device accessible for all the agents at the same time, and it allows to share all the necessary information. An agent can read and write on the blackboard using its communicating rules. Using the blackboard allows us to simulate the grey wolf algorithm using the 2D P colony, describe and formalize the behavior of the wolves and agents in the multi-agent system in general.

Název v anglickém jazyce

On 2D P Colonies and Grey Wolf Algortihm

Popis výsledku anglicky

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 two-dimensional 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. The Grey wolf algorithm is the optimization-based algorithm inspired by social dynamics found in packs of grey wolves and by their ability to create dynamically hierarchies in which every member has a clearly defined role. The wolves' primary goal is to find and hunt down prey, which in our case equals finding the optimal solution to the given problem. The grey wolf algorithm displays positive results thanks to the principles of randomness and communication between wolves. In this paper, we propose a model of the 2D P colonies with the blackboard. The only communicating device in the case of the 2D P colony is the environment, what is not sufficient for some kinds of multi-agent systems. The blackboard is a communication device accessible for all the agents at the same time, and it allows to share all the necessary information. An agent can read and write on the blackboard using its communicating rules. Using the blackboard allows us to simulate the grey wolf algorithm using the 2D P colony, describe and formalize the behavior of the wolves and agents in the multi-agent system in general.

Druh

D - Stať ve sborníku

CEP obor

—

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

20th International Multidisciplinary Scientific GeoConference SGEM 2020

ISBN

9786197603064

ISSN

1314-2704

e-ISSN

—

Počet stran výsledku

8

Strana od-do

231-238

Název nakladatele

SGEM

Místo vydání

Sofia, Bulgaria

Místo konání akce

Sofia, Bulgaria

Datum konání akce

1. 1. 2020

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

—