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On Assessing the Temporal Characteristics of Reaching the Milestone by a Swarm
The physical swarm operation is investigated. Swarm units are considered as three-wheeled mobile robots, moving through rough terrain. For the longitudinal movement of such type vehicle the dynamic model is obtained. The article discusses the issue of forecasting the time a physical swarm reaches a...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7354796/ http://dx.doi.org/10.1007/978-3-030-53956-6_5 |
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author | Larkin, Eugene Antonov, Maxim |
author_facet | Larkin, Eugene Antonov, Maxim |
author_sort | Larkin, Eugene |
collection | PubMed |
description | The physical swarm operation is investigated. Swarm units are considered as three-wheeled mobile robots, moving through rough terrain. For the longitudinal movement of such type vehicle the dynamic model is obtained. The article discusses the issue of forecasting the time a physical swarm reaches a milestone and proposes a hypothesis on the form of the law of the distribution of time during which a swarm unit reaches a milestone. Obtaining this time distribution is carried out with use the Petri-Markov net fundamental apparatus. With use Petri-Markov nets time densities of reaching the milestone both one unit and swarm as a whole are obtained. More common formula of distribution of time of milestone reaching by l units of K is obtained too. To confirm the hypothesis about the type of theoretical time distribution a computer experiment was carried out using the Monte Carlo method. |
format | Online Article Text |
id | pubmed-7354796 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
record_format | MEDLINE/PubMed |
spelling | pubmed-73547962020-07-13 On Assessing the Temporal Characteristics of Reaching the Milestone by a Swarm Larkin, Eugene Antonov, Maxim Advances in Swarm Intelligence Article The physical swarm operation is investigated. Swarm units are considered as three-wheeled mobile robots, moving through rough terrain. For the longitudinal movement of such type vehicle the dynamic model is obtained. The article discusses the issue of forecasting the time a physical swarm reaches a milestone and proposes a hypothesis on the form of the law of the distribution of time during which a swarm unit reaches a milestone. Obtaining this time distribution is carried out with use the Petri-Markov net fundamental apparatus. With use Petri-Markov nets time densities of reaching the milestone both one unit and swarm as a whole are obtained. More common formula of distribution of time of milestone reaching by l units of K is obtained too. To confirm the hypothesis about the type of theoretical time distribution a computer experiment was carried out using the Monte Carlo method. 2020-06-22 /pmc/articles/PMC7354796/ http://dx.doi.org/10.1007/978-3-030-53956-6_5 Text en © Springer Nature Switzerland AG 2020 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Article Larkin, Eugene Antonov, Maxim On Assessing the Temporal Characteristics of Reaching the Milestone by a Swarm |
title | On Assessing the Temporal Characteristics of Reaching the Milestone by a Swarm |
title_full | On Assessing the Temporal Characteristics of Reaching the Milestone by a Swarm |
title_fullStr | On Assessing the Temporal Characteristics of Reaching the Milestone by a Swarm |
title_full_unstemmed | On Assessing the Temporal Characteristics of Reaching the Milestone by a Swarm |
title_short | On Assessing the Temporal Characteristics of Reaching the Milestone by a Swarm |
title_sort | on assessing the temporal characteristics of reaching the milestone by a swarm |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7354796/ http://dx.doi.org/10.1007/978-3-030-53956-6_5 |
work_keys_str_mv | AT larkineugene onassessingthetemporalcharacteristicsofreachingthemilestonebyaswarm AT antonovmaxim onassessingthetemporalcharacteristicsofreachingthemilestonebyaswarm |