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A New Approach for Target Capability Assessment and Selection in Complex Situations

In modern information warfare, medium and long-range weapons with high strike precision are often used to ensure stable, accurate, and ruthless conditions. However, the target system often has multiple target units and which target units to specifically attack becomes the primary issue. This study c...

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Detalles Bibliográficos
Autores principales: Wang, Yuan, Liang, Jun, Wang, Shicheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9452937/
https://www.ncbi.nlm.nih.gov/pubmed/36093474
http://dx.doi.org/10.1155/2022/3146683
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author Wang, Yuan
Liang, Jun
Wang, Shicheng
author_facet Wang, Yuan
Liang, Jun
Wang, Shicheng
author_sort Wang, Yuan
collection PubMed
description In modern information warfare, medium and long-range weapons with high strike precision are often used to ensure stable, accurate, and ruthless conditions. However, the target system often has multiple target units and which target units to specifically attack becomes the primary issue. This study constructs a target combat system network based on the complex network theory and maximum entropy principle, establishes a key target selection model based on this network, and then determines the use of medium and long-range weapons to strike the key target unit in the enemy combat system network. The key target selection model consists of four parts. The first is a value model of the node itself constructed by comprehensively considering the relationship between the target and the war, the importance of the target in the system, and the threat of the target. The second is a node network value model based on the potential field theory. The third is to construct a cascading failure model of the target system through the definition of triples (results of strike action, target unit status, and failure influence relationship between target units). Fourth, with the optimal cost-effectiveness ratio as the objective function, the evaluation criterion function model is established. Case scenarios and simulation experiments illustrate the rationality and effectiveness of the method which can provide effective solutions for commanders to select key targets.
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spelling pubmed-94529372022-09-09 A New Approach for Target Capability Assessment and Selection in Complex Situations Wang, Yuan Liang, Jun Wang, Shicheng Comput Intell Neurosci Research Article In modern information warfare, medium and long-range weapons with high strike precision are often used to ensure stable, accurate, and ruthless conditions. However, the target system often has multiple target units and which target units to specifically attack becomes the primary issue. This study constructs a target combat system network based on the complex network theory and maximum entropy principle, establishes a key target selection model based on this network, and then determines the use of medium and long-range weapons to strike the key target unit in the enemy combat system network. The key target selection model consists of four parts. The first is a value model of the node itself constructed by comprehensively considering the relationship between the target and the war, the importance of the target in the system, and the threat of the target. The second is a node network value model based on the potential field theory. The third is to construct a cascading failure model of the target system through the definition of triples (results of strike action, target unit status, and failure influence relationship between target units). Fourth, with the optimal cost-effectiveness ratio as the objective function, the evaluation criterion function model is established. Case scenarios and simulation experiments illustrate the rationality and effectiveness of the method which can provide effective solutions for commanders to select key targets. Hindawi 2022-08-31 /pmc/articles/PMC9452937/ /pubmed/36093474 http://dx.doi.org/10.1155/2022/3146683 Text en Copyright © 2022 Yuan Wang et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Wang, Yuan
Liang, Jun
Wang, Shicheng
A New Approach for Target Capability Assessment and Selection in Complex Situations
title A New Approach for Target Capability Assessment and Selection in Complex Situations
title_full A New Approach for Target Capability Assessment and Selection in Complex Situations
title_fullStr A New Approach for Target Capability Assessment and Selection in Complex Situations
title_full_unstemmed A New Approach for Target Capability Assessment and Selection in Complex Situations
title_short A New Approach for Target Capability Assessment and Selection in Complex Situations
title_sort new approach for target capability assessment and selection in complex situations
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9452937/
https://www.ncbi.nlm.nih.gov/pubmed/36093474
http://dx.doi.org/10.1155/2022/3146683
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