Topology optimization of computer communication network based on improved genetic algorithm
Abstract: 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.
- Location
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Deutsche Nationalbibliothek Frankfurt am Main
- Extent
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Online-Ressource
- Language
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Englisch
- Bibliographic citation
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Topology optimization of computer communication network based on improved genetic algorithm ; volume:31 ; number:1 ; year:2022 ; pages:651-659 ; extent:9
Journal of intelligent systems ; 31, Heft 1 (2022), 651-659 (gesamt 9)
- Creator
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Ai, Hua
Fan, Yuhong
Zhang, Jilei
Ghafoor, Kayhan Zrar
- DOI
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10.1515/jisys-2022-0050
- URN
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urn:nbn:de:101:1-2022071514050666393137
- Rights
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Open Access; Der Zugriff auf das Objekt ist unbeschränkt möglich.
- Last update
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15.08.2025, 7:27 AM CEST
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Associated
- Ai, Hua
- Fan, Yuhong
- Zhang, Jilei
- Ghafoor, Kayhan Zrar
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