Repair Strategy of Military Communication Network Based on Discrete Artificial Bee Colony Algorithm
After the military communications network is attacked by the enemy, in order to ensure that the information flow in the command and control organization can continue to be transmitted smoothly, the damaged network topology needs to be repaired in a timely and effective manner. The problem of repairi...
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Online Access: | https://ieeexplore.ieee.org/document/9066981/ |
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doaj-4f7befc82dcb412687cbfa7bd5d34f7f2021-03-30T01:42:14ZengIEEEIEEE Access2169-35362020-01-018730517306010.1109/ACCESS.2020.29878609066981Repair Strategy of Military Communication Network Based on Discrete Artificial Bee Colony AlgorithmGuanyu Chen0https://orcid.org/0000-0003-0006-8710Peng Sun1Jieyong Zhang2College of Information and Navigation, Air Force Engineering University, Xi’an, ChinaCollege of Information and Navigation, Air Force Engineering University, Xi’an, ChinaCollege of Information and Navigation, Air Force Engineering University, Xi’an, ChinaAfter the military communications network is attacked by the enemy, in order to ensure that the information flow in the command and control organization can continue to be transmitted smoothly, the damaged network topology needs to be repaired in a timely and effective manner. The problem of repairing military communication network under the circumstance of nodes are hit in the network is described. This paper propose a method to repair damaged network by adding edges to the damaged network topology, which aims at maximizing network invulnerability. Network topological connection cost is based on average connection degree. The repair model is established with the consideration of connect cost limit and network connectivity. The model solving method based on discrete artificial bee colony algorithm is designed. Finally, proposed repair method is tested and compared with other three edge addition repair methods with a specific case of network. The experimental results show that the proposed method could enhance damaged network's invulnerability and outperforms the compared methods.https://ieeexplore.ieee.org/document/9066981/Command and control systemrepair modelrepair strategyedge additionDiscrete Artificial Bee Colony algorithminformation flow |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Guanyu Chen Peng Sun Jieyong Zhang |
spellingShingle |
Guanyu Chen Peng Sun Jieyong Zhang Repair Strategy of Military Communication Network Based on Discrete Artificial Bee Colony Algorithm IEEE Access Command and control system repair model repair strategy edge addition Discrete Artificial Bee Colony algorithm information flow |
author_facet |
Guanyu Chen Peng Sun Jieyong Zhang |
author_sort |
Guanyu Chen |
title |
Repair Strategy of Military Communication Network Based on Discrete Artificial Bee Colony Algorithm |
title_short |
Repair Strategy of Military Communication Network Based on Discrete Artificial Bee Colony Algorithm |
title_full |
Repair Strategy of Military Communication Network Based on Discrete Artificial Bee Colony Algorithm |
title_fullStr |
Repair Strategy of Military Communication Network Based on Discrete Artificial Bee Colony Algorithm |
title_full_unstemmed |
Repair Strategy of Military Communication Network Based on Discrete Artificial Bee Colony Algorithm |
title_sort |
repair strategy of military communication network based on discrete artificial bee colony algorithm |
publisher |
IEEE |
series |
IEEE Access |
issn |
2169-3536 |
publishDate |
2020-01-01 |
description |
After the military communications network is attacked by the enemy, in order to ensure that the information flow in the command and control organization can continue to be transmitted smoothly, the damaged network topology needs to be repaired in a timely and effective manner. The problem of repairing military communication network under the circumstance of nodes are hit in the network is described. This paper propose a method to repair damaged network by adding edges to the damaged network topology, which aims at maximizing network invulnerability. Network topological connection cost is based on average connection degree. The repair model is established with the consideration of connect cost limit and network connectivity. The model solving method based on discrete artificial bee colony algorithm is designed. Finally, proposed repair method is tested and compared with other three edge addition repair methods with a specific case of network. The experimental results show that the proposed method could enhance damaged network's invulnerability and outperforms the compared methods. |
topic |
Command and control system repair model repair strategy edge addition Discrete Artificial Bee Colony algorithm information flow |
url |
https://ieeexplore.ieee.org/document/9066981/ |
work_keys_str_mv |
AT guanyuchen repairstrategyofmilitarycommunicationnetworkbasedondiscreteartificialbeecolonyalgorithm AT pengsun repairstrategyofmilitarycommunicationnetworkbasedondiscreteartificialbeecolonyalgorithm AT jieyongzhang repairstrategyofmilitarycommunicationnetworkbasedondiscreteartificialbeecolonyalgorithm |
_version_ |
1724186536872771584 |