基于自適應(yīng)差分進化算法的時間敏感網(wǎng)絡(luò)流量調(diào)度

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中圖分類號：TP915 文獻標(biāo)志碼：A 文章編號：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，流量調(diào)度的有效性和穩(wěn)定性至關(guān)重要。（剩余14646字）