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Partitioning of Complex Discrete Models for Highly Scalable Simulations Cover

Partitioning of Complex Discrete Models for Highly Scalable Simulations

Open Access
|Dec 2025

Abstract

The need for more and more accurate simulations of groups of autonomous beings has directed the researcher’s attention towards ways of parallelizing simulation algorithms. Parallel execution of discrete simulation models update methods requires their division of labor between workers. Existing methods used for grid division aim at providing equal areas of fragments and minimizing the length of the resulting borders. However, in real-life simulations, other factors also have to be considered. This paper presents a method for grid partitioning, that also allows for defining indivisible areas, considers complex shapes of real-life environments, and supports division suitable for defined architectures of nodes and cores. The method is evaluated using several scenarios, which provided satisfactory results.

DOI: https://doi.org/10.14313/jamris-2025-033 | Journal eISSN: 2080-2145 | Journal ISSN: 1897-8649
Language: English
Page range: 26 - 34
Submitted on: May 9, 2024
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Accepted on: Feb 10, 2013
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Published on: Dec 24, 2025
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2025 Jakub Ziarko, Mateusz Najdek, Wojciech Turek, published by Łukasiewicz Research Network – Industrial Research Institute for Automation and Measurements PIAP
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.