IWOA-ALSTM

Xuejie Zhang1,2, Hao Cang3,4, Nadia Nedjah5

  • 1Key Laboratory of Water Big Data Technology of Ministry of Water Resources, Hohai University, Nanjing, 211100, China. xuejie_zh@hhu.edu.cn.

Scientific reports
|April 5, 2024
PubMed
概括

这项研究使用改进的鱼优化算法 (IWOA) 来增强水文时间序列预测,以优化基于注意力的长期短期记忆 (ALSTM) 网络. IWOA-ALSTM模型显著提高了预测非线性水文数据的准确性.

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