Doctrine-Based Multi-Resolution Conversion for Distributed Agent-Based Simulations

Raul Nunes, Guilherme Miollo, Edison Pignaton de Freitas, Luis A. L. Silva

2023

Abstract

The treatment of different levels of simulation detail is a relevant component for integrating simulators in various application domains. These levels vary in federated multi-resolution simulations, from low-information (low-resolution) to high-information (high-resolution). One of the challenges in this integration is the representation and conversion of simulation data exchanged between the simulators. This work explores the use of doctrine-based rules in the conversion to ensure correct simulation integration. These rules contain information on how the multi-resolution conversion handlers should operate. To avoid abrupt changes from one doctrine rule to another, this work also extends a doctrine description language to capture information for the smooth transition between these rules. Experimental results demonstrate that it is possible to achieve simulations that flexibly deal with the required dynamism of a multi-resolution simulation environment.

Paper Citation

in Harvard Style

Nunes R., Miollo G., Pignaton de Freitas E. and A. L. Silva L. (2023). Doctrine-Based Multi-Resolution Conversion for Distributed Agent-Based Simulations. In Proceedings of the 13th International Conference on Simulation and Modeling Methodologies, Technologies and Applications - Volume 1: SIMULTECH; ISBN 978-989-758-668-2, SciTePress, pages 377-384. DOI: 10.5220/0012124700003546

in Bibtex Style

@conference{simultech23,
author={Raul Nunes and Guilherme Miollo and Edison Pignaton de Freitas and Luis A. L. Silva},
title={Doctrine-Based Multi-Resolution Conversion for Distributed Agent-Based Simulations},
booktitle={Proceedings of the 13th International Conference on Simulation and Modeling Methodologies, Technologies and Applications - Volume 1: SIMULTECH},
year={2023},
pages={377-384},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0012124700003546},
isbn={978-989-758-668-2},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 13th International Conference on Simulation and Modeling Methodologies, Technologies and Applications - Volume 1: SIMULTECH
TI - Doctrine-Based Multi-Resolution Conversion for Distributed Agent-Based Simulations
SN - 978-989-758-668-2
AU - Nunes R.
AU - Miollo G.
AU - Pignaton de Freitas E.
AU - A. L. Silva L.
PY - 2023
SP - 377
EP - 384
DO - 10.5220/0012124700003546
PB - SciTePress