基于自适应差分进化算法的时间敏感网络流量调度

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中图分类号：TP915 文献标志码：A 文章编号：1001-3695（2025）06-032-1838-06

doi：10.19734/j. issn.1001-3695.2024.12.0464

Time-sensitive network traffic scheduling based on adaptive differential evolution algorithm

Zong Chuyu，Xu Fangmin†，Li Bin，Zhao Chenglin （SchoolofInformation&CommuicationEnginering，BeijingUniersityofPosts&Telecommuications，Beijing10o76，China）

Abstract：Toensure the deterministictransmissonof time-sensitive traffcin TSN，thispaper proposedatraffcscheduling method basedontheadaptivediferentialevolutionalgorithm.Itintroducedthelink-balanceconstraintcondition．Wheninitializingthepopulation，itmonitoredthelinkcongestionsituationtoselectpaths.Themethodadjustedparametersthroughthe adaptivealgorithm tojointlyoptimizepath selectionandtrafficscheduling，achievingtheminimizationof thescheduling completiontime.Experimentalresultsverifiytheefectivenessofthealgorithm.Comparedwithmultiplealgorithms，under different scale traffic，the average scheduling completion time decreasesby 10%～25% .Meanwhile，it improves the network resource utilization. The algorithm shows good adaptability and robustness.

Key words：time-sensitive network（TSN）；traffic scheduling；diferential evolution；path selection

0 引言

在TSN中，流量调度的有效性和稳定性至关重要。（剩余14646字）