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- Based on nonlinear prediction ideas of reconstructing phase space,this paper presents a time delay BP neural network model,whose generalization is improved utilizing Bayesian regularization. 基于相空间重构的非线性预测思想,建立一个时滞的BP神经网络模型,采用贝叶斯正则化方法提高BP网络的泛化能力,区别于一般的预测方法,非线性预测不仅注重数据拟合和精度改进,而且能够反映被预测系统的非线性特征。
- To improve generalization and training speed of the BP network, the back-propagation algorithm is improved by Bayesian regularization (BR) theory and Levenberg-Marquardt (LM) algorithm in this paper. 为了提高所用网络的泛化能力和训练速度，采用了贝叶斯正则化规则和LM算法训练该网络。
- Bayesian regularization algorithm 贝叶斯正则化算法
- Submarine sonar self-noise forecast base on BP neural network and L-M Bayesian Regularization algorithm 基于L-M贝叶斯正则化方法的BP神经网络在潜艇声纳部位自噪声预报中的应用
- Bayesian regularized neural network 贝叶斯规整化神经网络
- Keywords Process parameters prediction;NC tube bending;BP neural network;LM Bayesian regularization algorithm;Tube; 工艺参数预测;数控弯曲成形;BP神经网络;LM贝叶斯正则化算法;导管;
- That maths exam I took was a regular brain drain. 绞尽脑汁的数学测验，我真是绞尽了脑汁。
- I must insist on more regular hours. 我必须强调起居定时。
- The rebels made regular attacks on the railways. 叛军不时地袭击铁路。
- He comes back to see us at regular intervals. 他每隔一段时间就回来看看我们。
- The computer gave a regular bleep. 计算机发出有一定节律的哔哔声。
- I am a regular reader of this newspaper. 我是这份报纸的长期读者。
- He works hard and keeps regular hours. 他工作努力，生活很有规律。
- He is a regular worshipper at that church. 他常去那个教堂做礼拜。
- She's a regular beauty, is not she? 她是个十足的美人，可不是吗？
- She's a regular beauty, isn't she? 她是个十足美人，可不是吗？
- The boy is a regular mischief in school. 这男孩在学校里是一个十足的淘气鬼。
- He made a regular visit to his parents. 他定期看望父母亲。
- The store has a lot of regular customers. 这家商店有许多老主顾。
- He is unwilling to depart from regular practice. 他不愿意背离常规。
