Topology optimization of computer communication network based on improved genetic algorithm
The topology optimization of computer communication network is studied based on improved genetic algorithm (GA), a network optimization design model based on the establishment of network reliability maximization under given cost constraints, and the corresponding improved GA is proposed. In this met...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
De Gruyter
2022-06-01
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| Series: | Journal of Intelligent Systems |
| Subjects: | |
| Online Access: | https://doi.org/10.1515/jisys-2022-0050 |
| _version_ | 1828381244691316736 |
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| author | Ai Hua Fan Yuhong Zhang Jilei Ghafoor Kayhan Zrar |
| author_facet | Ai Hua Fan Yuhong Zhang Jilei Ghafoor Kayhan Zrar |
| author_sort | Ai Hua |
| collection | DOAJ |
| description | The topology optimization of computer communication network is studied based on improved genetic algorithm (GA), a network optimization design model based on the establishment of network reliability maximization under given cost constraints, and the corresponding improved GA is proposed. In this method, the corresponding computer communication network cost model and computer communication network reliability model are established through a specific project, and the genetic intelligence algorithm is used to solve the cost model and computer communication network reliability model, respectively. It has been proved that GA can solve the complex problems of computer working environment better, which is 80% higher than the general algorithm, and can select the optimal scheme pertinently. |
| first_indexed | 2024-12-10T04:12:10Z |
| format | Article |
| id | doaj.art-34ffb4cc90904f3380df5126dd980df9 |
| institution | Directory Open Access Journal |
| issn | 2191-026X |
| language | English |
| last_indexed | 2024-12-10T04:12:10Z |
| publishDate | 2022-06-01 |
| publisher | De Gruyter |
| record_format | Article |
| series | Journal of Intelligent Systems |
| spelling | doaj.art-34ffb4cc90904f3380df5126dd980df92022-12-22T02:02:42ZengDe GruyterJournal of Intelligent Systems2191-026X2022-06-0131165165910.1515/jisys-2022-0050Topology optimization of computer communication network based on improved genetic algorithmAi Hua0Fan Yuhong1Zhang Jilei2Ghafoor Kayhan Zrar3Langfang Yanjing Vocational Technical College, Langfang, Hebei, 065000, ChinaLangfang Yanjing Vocational Technical College, Langfang, Hebei, 065000, ChinaLangfang Yanjing Vocational Technical College, Langfang, Hebei, 065000, ChinaDepartment of Computer Science, Knowledge University, Erbil 44001, IraqThe topology optimization of computer communication network is studied based on improved genetic algorithm (GA), a network optimization design model based on the establishment of network reliability maximization under given cost constraints, and the corresponding improved GA is proposed. In this method, the corresponding computer communication network cost model and computer communication network reliability model are established through a specific project, and the genetic intelligence algorithm is used to solve the cost model and computer communication network reliability model, respectively. It has been proved that GA can solve the complex problems of computer working environment better, which is 80% higher than the general algorithm, and can select the optimal scheme pertinently.https://doi.org/10.1515/jisys-2022-0050genetic algorithmcomputer communication networkto optimize |
| spellingShingle | Ai Hua Fan Yuhong Zhang Jilei Ghafoor Kayhan Zrar Topology optimization of computer communication network based on improved genetic algorithm Journal of Intelligent Systems genetic algorithm computer communication network to optimize |
| title | Topology optimization of computer communication network based on improved genetic algorithm |
| title_full | Topology optimization of computer communication network based on improved genetic algorithm |
| title_fullStr | Topology optimization of computer communication network based on improved genetic algorithm |
| title_full_unstemmed | Topology optimization of computer communication network based on improved genetic algorithm |
| title_short | Topology optimization of computer communication network based on improved genetic algorithm |
| title_sort | topology optimization of computer communication network based on improved genetic algorithm |
| topic | genetic algorithm computer communication network to optimize |
| url | https://doi.org/10.1515/jisys-2022-0050 |
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