Decision support system for evaluating the elements of data transmission systems
Aim. At present, the construction of data transmission networks is undergoing rapid development, which actualized the problem of the timely maintenance, repair, and modernization of network equipment. This article provides a step-by-step description of the decision support system for evaluating the...
| Main Authors: | , , |
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| Format: | Article |
| Language: | Russian |
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Dagestan State Technical University
2020-08-01
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| Series: | Вестник Дагестанского государственного технического университета: Технические науки |
| Subjects: | |
| Online Access: | https://vestnik.dgtu.ru/jour/article/view/811 |
| _version_ | 1826560610187345920 |
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| author | A. A. Oleynikov A. A. Sorokin I. A. Beresnev |
| author_facet | A. A. Oleynikov A. A. Sorokin I. A. Beresnev |
| author_sort | A. A. Oleynikov |
| collection | DOAJ |
| description | Aim. At present, the construction of data transmission networks is undergoing rapid development, which actualized the problem of the timely maintenance, repair, and modernization of network equipment. This article provides a step-by-step description of the decision support system for evaluating the elements of data transmission systems used to improve the efficiency of telecommunication network maintenance. Method. The research methodology involved the methods of system analysis, fuzzy set theory, neural networks, graph theory, and mathematical modelling. Results. A decision support system was developed for evaluating the operational state of the elements of data transmission system during operating the network infrastructure of a communications service provider. Conclusion. The developed decision support system reduces the workload of highly qualified personnel and improves the quality of decisions made during the development of data transmission networks. |
| first_indexed | 2024-03-12T03:45:28Z |
| format | Article |
| id | doaj.art-52b5778b939c4b5a80e38bc220a3c695 |
| institution | Directory Open Access Journal |
| issn | 2073-6185 2542-095X |
| language | Russian |
| last_indexed | 2025-03-14T09:19:01Z |
| publishDate | 2020-08-01 |
| publisher | Dagestan State Technical University |
| record_format | Article |
| series | Вестник Дагестанского государственного технического университета: Технические науки |
| spelling | doaj.art-52b5778b939c4b5a80e38bc220a3c6952025-03-02T11:46:07ZrusDagestan State Technical UniversityВестник Дагестанского государственного технического университета: Технические науки2073-61852542-095X2020-08-01472869710.21822/2073-6185-2020-47-2-86-97582Decision support system for evaluating the elements of data transmission systemsA. A. Oleynikov0A. A. Sorokin1I. A. Beresnev2Astrakhan State Technical University; South Center for Shipbuilding and Ship Repair JSCAstrakhan State Technical UniversitySouth Center for Shipbuilding and Ship Repair JSCAim. At present, the construction of data transmission networks is undergoing rapid development, which actualized the problem of the timely maintenance, repair, and modernization of network equipment. This article provides a step-by-step description of the decision support system for evaluating the elements of data transmission systems used to improve the efficiency of telecommunication network maintenance. Method. The research methodology involved the methods of system analysis, fuzzy set theory, neural networks, graph theory, and mathematical modelling. Results. A decision support system was developed for evaluating the operational state of the elements of data transmission system during operating the network infrastructure of a communications service provider. Conclusion. The developed decision support system reduces the workload of highly qualified personnel and improves the quality of decisions made during the development of data transmission networks.https://vestnik.dgtu.ru/jour/article/view/811decision support systemelements of data transmission systemstelecommunications networkfuzzy logicneural networks |
| spellingShingle | A. A. Oleynikov A. A. Sorokin I. A. Beresnev Decision support system for evaluating the elements of data transmission systems Вестник Дагестанского государственного технического университета: Технические науки decision support system elements of data transmission systems telecommunications network fuzzy logic neural networks |
| title | Decision support system for evaluating the elements of data transmission systems |
| title_full | Decision support system for evaluating the elements of data transmission systems |
| title_fullStr | Decision support system for evaluating the elements of data transmission systems |
| title_full_unstemmed | Decision support system for evaluating the elements of data transmission systems |
| title_short | Decision support system for evaluating the elements of data transmission systems |
| title_sort | decision support system for evaluating the elements of data transmission systems |
| topic | decision support system elements of data transmission systems telecommunications network fuzzy logic neural networks |
| url | https://vestnik.dgtu.ru/jour/article/view/811 |
| work_keys_str_mv | AT aaoleynikov decisionsupportsystemforevaluatingtheelementsofdatatransmissionsystems AT aasorokin decisionsupportsystemforevaluatingtheelementsofdatatransmissionsystems AT iaberesnev decisionsupportsystemforevaluatingtheelementsofdatatransmissionsystems |