基于进化神经网络的单桩承载力预测模型研究

摘要

将收集到的单桩承载力实测数据样本作为网络模型的学习训练样本，建立了基于进化神经网络的单桩承载力预测模型，并通过检测样本对预测模型的外推能力进行了检测，证明了预测模型有较好的外推预测能力。%Through the collection to the single pile bearing force data sample do network model of learning and training samples,to establish based on evolutionary neural network the single pile bearing capacity prediction model and samples were detected by the extrapolation capability of prediction model were detected,proved that the prediction model has better prediction ability.