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Synchronized Swarm Operation
Physical swarm system, including number of units, operated in physical time according to corporative algorithm, is considered. It is shown, that for proper corporative algorithm interpretation it is necessary to synchronize computational processes in units. Structural-parametric model of synchronize...
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/PMC7354806/ http://dx.doi.org/10.1007/978-3-030-53956-6_2 |
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author | Larkin, Eugene Akimenko, Tatyana Privalov, Aleksandr |
author_facet | Larkin, Eugene Akimenko, Tatyana Privalov, Aleksandr |
author_sort | Larkin, Eugene |
collection | PubMed |
description | Physical swarm system, including number of units, operated in physical time according to corporative algorithm, is considered. It is shown, that for proper corporative algorithm interpretation it is necessary to synchronize computational processes in units. Structural-parametric model of synchronized swarm operation, based on Petri-Markov nets apparatus, is worked out. In the Petri-Markov net transitions are abstract analogues of synchronization procedure, while places simulate corporative algorithm parts interpretation by swarm units. Primary Petri-Markov model is transformed into complex semi-Markov process. Formulae for calculation of stochastic and time characteristics of the process are obtained. It is shown, that after transformation all methods of ordinary semi-Markov processes investigation may be used for synchronized systems. With use the concept of distributed forfeit effectiveness of synchronization is evaluated. |
format | Online Article Text |
id | pubmed-7354806 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
record_format | MEDLINE/PubMed |
spelling | pubmed-73548062020-07-13 Synchronized Swarm Operation Larkin, Eugene Akimenko, Tatyana Privalov, Aleksandr Advances in Swarm Intelligence Article Physical swarm system, including number of units, operated in physical time according to corporative algorithm, is considered. It is shown, that for proper corporative algorithm interpretation it is necessary to synchronize computational processes in units. Structural-parametric model of synchronized swarm operation, based on Petri-Markov nets apparatus, is worked out. In the Petri-Markov net transitions are abstract analogues of synchronization procedure, while places simulate corporative algorithm parts interpretation by swarm units. Primary Petri-Markov model is transformed into complex semi-Markov process. Formulae for calculation of stochastic and time characteristics of the process are obtained. It is shown, that after transformation all methods of ordinary semi-Markov processes investigation may be used for synchronized systems. With use the concept of distributed forfeit effectiveness of synchronization is evaluated. 2020-06-22 /pmc/articles/PMC7354806/ http://dx.doi.org/10.1007/978-3-030-53956-6_2 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 Akimenko, Tatyana Privalov, Aleksandr Synchronized Swarm Operation |
title | Synchronized Swarm Operation |
title_full | Synchronized Swarm Operation |
title_fullStr | Synchronized Swarm Operation |
title_full_unstemmed | Synchronized Swarm Operation |
title_short | Synchronized Swarm Operation |
title_sort | synchronized swarm operation |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7354806/ http://dx.doi.org/10.1007/978-3-030-53956-6_2 |
work_keys_str_mv | AT larkineugene synchronizedswarmoperation AT akimenkotatyana synchronizedswarmoperation AT privalovaleksandr synchronizedswarmoperation |