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Determining the Required Training Capacity Within a Military Establishment
We address the problem of deciding how many positions to set aside for military recruits undergoing training. Within a cap on the total number of military members, we vary the ratio between positions allocated to the training pipeline versus those required in the trained effective establishment. Thi...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Nature Singapore
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9040354/ https://www.ncbi.nlm.nih.gov/pubmed/35493986 http://dx.doi.org/10.1007/s42979-022-01122-z |
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author | Vincent, Etienne Straver, Michelle |
author_facet | Vincent, Etienne Straver, Michelle |
author_sort | Vincent, Etienne |
collection | PubMed |
description | We address the problem of deciding how many positions to set aside for military recruits undergoing training. Within a cap on the total number of military members, we vary the ratio between positions allocated to the training pipeline versus those required in the trained effective establishment. This is done with the goal of determining the extent to which given ratios are sustainable. We use a Markovian model of the training pipeline, with parameters derived from historical personnel data. Through Monte Carlo simulation, we predict how often a given ratio allows the required trained force to be fully generated, as well as the surplus of trained personnel, it is expected to generate. We extend our previous work in this area by considering an alternative Human Resources policy that uncaps the training pipeline. Our modelling results have informed ongoing initiatives to optimize the force mix and structure of the Canadian Armed Forces. |
format | Online Article Text |
id | pubmed-9040354 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer Nature Singapore |
record_format | MEDLINE/PubMed |
spelling | pubmed-90403542022-04-26 Determining the Required Training Capacity Within a Military Establishment Vincent, Etienne Straver, Michelle SN Comput Sci Original Research We address the problem of deciding how many positions to set aside for military recruits undergoing training. Within a cap on the total number of military members, we vary the ratio between positions allocated to the training pipeline versus those required in the trained effective establishment. This is done with the goal of determining the extent to which given ratios are sustainable. We use a Markovian model of the training pipeline, with parameters derived from historical personnel data. Through Monte Carlo simulation, we predict how often a given ratio allows the required trained force to be fully generated, as well as the surplus of trained personnel, it is expected to generate. We extend our previous work in this area by considering an alternative Human Resources policy that uncaps the training pipeline. Our modelling results have informed ongoing initiatives to optimize the force mix and structure of the Canadian Armed Forces. Springer Nature Singapore 2022-04-26 2022 /pmc/articles/PMC9040354/ /pubmed/35493986 http://dx.doi.org/10.1007/s42979-022-01122-z Text en © Crown 2022 https://creativecommons.org/licenses/by-nc/4.0/Open AccessThis article is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License, which permits any non-commercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Original Research Vincent, Etienne Straver, Michelle Determining the Required Training Capacity Within a Military Establishment |
title | Determining the Required Training Capacity Within a Military Establishment |
title_full | Determining the Required Training Capacity Within a Military Establishment |
title_fullStr | Determining the Required Training Capacity Within a Military Establishment |
title_full_unstemmed | Determining the Required Training Capacity Within a Military Establishment |
title_short | Determining the Required Training Capacity Within a Military Establishment |
title_sort | determining the required training capacity within a military establishment |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9040354/ https://www.ncbi.nlm.nih.gov/pubmed/35493986 http://dx.doi.org/10.1007/s42979-022-01122-z |
work_keys_str_mv | AT vincentetienne determiningtherequiredtrainingcapacitywithinamilitaryestablishment AT stravermichelle determiningtherequiredtrainingcapacitywithinamilitaryestablishment |