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基于机器学习的钢筋混凝土梁的切削强度预测使用Levy飞行增强决策树

Aybike Özyüksel Çiftçioğlu1, Anıl Delikanlı1, Torkan Shafighfard2

  • 1Department of Civil Engineering, Faculty of Engineering and Natural Sciences, Manisa Celal Bayar University, Manisa, Turkey.

Scientific reports
|July 28, 2025
PubMed
概括

一个新的机器学习模型,Levy-DT,准确地预测了钢筋混凝土 (RC) T梁的剪切强度. 这种方法结合了决策树和利率飞行优化,优于可靠结构分析的其他方法.

关键词:
混合机器学习框架 混合机器学习框架可解释的人工智能非线性剪切能力建模非线性剪切能力建模钢筋混凝土T型梁 钢筋混凝土T型梁随机优化的优化 随机优化

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