Abstract
Aiming at a large number of key business scenarios in power communication network, considering the business performance requirements and network risks, an alternative routing configuration mechanism based on genetic algorithm is proposed. Firstly, the routing configuration problem of critical services is modeled, the channel pressure index is defined, and the routing configuration mathematical model of minimizing channel pressure is constructed. Then, combined with the characteristics of the model, genetic algorithm is used to solve the problem. Finally, the simulation experiment is carried out based on the existing network topology. The experimental results show that, compared with the traditional method, this mechanism can obtain the alternative route configuration scheme with lower global channel pressure value for the scenario with large network scale.
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Tao, H. (2021). Application of Alternative Routing Configuration Mechanism Based on Genetic Algorithm in Power Communication Network. In: MacIntyre, J., Zhao, J., Ma, X. (eds) The 2020 International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy. SPIOT 2020. Advances in Intelligent Systems and Computing, vol 1282. Springer, Cham. https://doi.org/10.1007/978-3-030-62743-0_31
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DOI: https://doi.org/10.1007/978-3-030-62743-0_31
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