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@article{57948,
author = {Langer, Miroslav and Valenta, Daniel},
article_location = {Singapore},
article_number = {3},
doi = {http://dx.doi.org/10.1007/s41965-023-00123-y},
keywords = {2D P colony; Ant colony simulation; Bio-inspired computation; Evolving environment; Optimization; P systems},
language = {eng},
issn = {2523-8906},
journal = {Journal of Membrane Computing},
title = {On evolving environment of 2D P colonies: ant colony simulation},
url = {https://link.springer.com/article/10.1007/s41965-023-00123-y},
volume = {5},
year = {2023}
}
TY - JOUR
ID - 57948
AU - Langer, Miroslav - Valenta, Daniel
PY - 2023
TI - On evolving environment of 2D P colonies: ant colony simulation
JF - Journal of Membrane Computing
VL - 5
IS - 3
SP - 117-128
EP - 117-128
PB - Springer Singapore
SN - 2523-8906
KW - 2D P colony
KW - Ant colony simulation
KW - Bio-inspired computation
KW - Evolving environment
KW - Optimization
KW - P systems
UR - https://link.springer.com/article/10.1007/s41965-023-00123-y
N2 - P colonies are very simple membrane systems originally derived from the P systems. The 2D P colonies, as a version of P colonies with a two-dimensional environment, were introduced as a theoretical model of the multi-agent system for observing the behavior of a community of very simple agents living in a shared environment. Each agent is equipped with a set of programs consisting of a small number of simple rules. These programs allow the agent to act and move in the environment. Although, the 2D P colonies proved to be suitable for the simulations of various (not only) multi-agent systems, and natural phenomena, like the flash floods, there are phenomena which they are not able to simulate without some additional features or characteristics. One of the ways the agents can share the information is to use the stigmergy, which means to leave some special symbols in the environment. In this paper, we follow our previous research on the 2D P colony. We present a model of the 2D P colony with evolving environment, which allows us to simulate phenomena like the stigmergy, hence to simulate an ant colony.
ER -
LANGER, Miroslav a Daniel VALENTA. On evolving environment of 2D P colonies: ant colony simulation. \textit{Journal of Membrane Computing}. Singapore: Springer Singapore, 2023, roč.~5, č.~3, s.~117-128. ISSN~2523-8906. Dostupné z: https://dx.doi.org/10.1007/s41965-023-00123-y.
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