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=pl;<[J]. ENO&P&c,2022,32 2021,39(12):120-123+61.
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[9]Ó A, ¶;Ô, ¼,. 'xa}^ GRNN-Markov @ nµ^ñâÛd[[J]. %&KNO&c,2021,
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[11]ø =, b%, ×-{, . 'x(·z^ LSTM@¡ ñNd[[J]. Ì8³NO,2022,48(11):69-76.
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[12](õ>, ³7, =, . 'x?jY·1 ¶"8 âfg[[J]. @i'Î,2022,48(9):9-15+44.
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[J]. º%Kþá,2019,41(6):710-713+719. âfg[;<[J]. @i'Î,2022,48(6):45-51.
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(5):14-19+24. [33]BRAIKMS.Chameleonswarmalgorithm:abioinspired
[15]OÈA, QY, à 0, . 'x VMD-CNN-LSTM^ optimizerforsolvingengineeringdesignproblems [J].Ex
W·de@¡§7[qr;<[J]. âãáVNI& pertSystemswithApplications ,2021,174:114685.
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[17]öu©, ¦às, ¶¯¶. 'x MAC-LSTM^· [35]AKBARIM A,ZAER M,AZIZIPANAH -ABARG-
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[18]9Y, 2ÐA. 'x³÷eý8pqV^8ñNÉ spiredmetaheuristicalgorithmforlargescaleoptimization
Êænµd[[J]. ¢!F§@J@Î,2021 problems [J].ScientificReports,2022,12:10953.
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[19]9Y, 2ÐA. 'x EMD-LSTM-ANFIS qr^ DADADIN ,etal.Moutaingzaelleoptimizer:anewna
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[20]LÚ, , ¶ , . 'x DMD-LSTMqr^ tionproblems [J].AdvancesinEngineeringSoftware,
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