Modelling of Grey Wolf Optimization Algorithm Using 2D P colonies

Result code in 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>

Result on the web

<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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Result language

angličtina

Original language name

Modelling of Grey Wolf Optimization Algorithm Using 2D P colonies

Original language description

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.

Czech name

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Czech description

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Type

D - Article in proceedings

CEP classification

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OECD FORD branch

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

Project

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

Continuities

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

Publication year

2020

Confidentiality

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

Article name in the collection

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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Number of pages

9

Pages from-to

192-200

Publisher name

CEUR Workshop Proceedings

Place of publication

Slovensko

Event location

Oravská Lesná, Slovakia

Event date

Jan 1, 2020

Type of event by nationality

EUR - Evropská akce

UT code for WoS article

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