Genetic Algorithm Model for Information Security Communication

With the increase in the scale and complexity of information communication networks, the security of communication networks has become increasingly prominent, making it a key research direction in communication network studies.In this paper, a mathematical model for information communication is constructed, and a genetic algorithm is introduced for model optimization.Experimental results show that the genetic algorithm effectively enhances network reliability and significantly reduces link costs.In the application experiments, this model can analyze the advantages of different optimization paths and select the optimal solution based on actual conditions, ensuring both network reliability and economy, and increasing overall satisfaction with the network

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Publication Details

Journal
Information Security Education Journal (ISEJ)
Published
2024-12-15
DOI
https://doi.org/10.6025/isej/2024/11/2/44-51
Primary Topic
Cybersecurity and Information Systems
Type
article
Field-Weighted Citation Impact
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Genetic Algorithm Model for Information Security Communication

Mingyu Fan
Information Security Education Journal (ISEJ)
Cybersecurity and Information Systems
article

Genetic Algorithm Model for Information Security Communication

Mingyu Fan
article en

Abstract

With the increase in the scale and complexity of information communication networks, the security of communication networks has become increasingly prominent, making it a key research direction in communication network studies.In this paper, a mathematical model for information communication is constructed, and a genetic algorithm is introduced for model optimization.Experimental results show that the genetic algorithm effectively enhances network reliability and significantly reduces link costs.In the application experiments, this model can analyze the advantages of different optimization paths and select the optimal solution based on actual conditions, ensuring both network reliability and economy, and increasing overall satisfaction with the network

Information Security Education Journal (ISEJ)Vol. 11(2)
Zibo Vocational Institute (CN)
Openalex Percentile: Top 72%
Cybersecurity and Information Systems
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