共查询到12条相似文献,搜索用时 46 毫秒
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针对神经网络进行小样本数据训练时出现文本表征精确度低及特征过拟合,易造成权值全局最优和局部最优的不平衡现象,提出一种基于粒子群的双向长短期记忆网络(Bi-PSO)算法,利用Bi-LSTM对序列数据中长短期距离依赖信息的能力,对文本特征矩阵进行最小残差化处理得到降维矩阵,并通过粒子群算法获取降维矩阵中特征向量的全局最优和... 相似文献
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This paper presents a strategy specialized for modal energy (ME) based methods, including modal strain energy (MSE) and modal kinetic energy (MKE), to select the best mode subset prior to damage identification. The damages due to the changes in stiffness and mass of structural members are both considered. In order to apply the proposed scheme to a more general situation, the cross modal energy (CME) sensitivity instead of the usual ME sensitivity is derived and designated as a sensitivity index. According to this index, the mode combinations (MCs) that are more sensitive to stiffness and mass changes are retained, while the remaining MCs that complicate the process of damage detection are eliminated. One of the important applications of the proposed mode subset selection strategy (MSSS) is to optimize the Cross-model cross-mode (CMCM) system by eliminating some redundant equations, thereby improving the performance of the CMCM method and reducing the computational burden. Numerical and experimental studies are carried out to prove the effectiveness of the proposed scheme. The results show that the performance of the CMCM method has been significantly improved after adopting the MSSS. 相似文献
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采用面向对象的编程思路设计电磁兼容测试软件,实现了测试过程的自动化及测试功能的模块化,极大地提高了测试效率.按照面向对象的编程思路,对电磁兼容测试软件进行了需求分析,根据分析结果将软件划分成测试模板对象、仪表对象、器件对象、绘图对象和报告对象等5个对象.测试模板对象是电磁兼容测试软件的核心模块,其功能是封装测试项目基本信息、设定测试频段和测试流程、配置测试仪表和仪表参数;仪表对象封装远程操控仪表的VISA指令;器件对象封装测试器件的传输系数修正操作;绘图对象和报告对象则分别利用测试数据生成测试数据轨迹和测试报告. 相似文献
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在大型指挥控制系统的软件开发中,其可靠性问题是一个核心问题。以指挥控制系统软件系统为研究对象,进行软件可靠性分析,推导出指控系统软件可靠性计算公式。结合构件化技术和软件可靠性工程过程,提出基于构件生产的指控系统可靠性工程过程模型。 相似文献
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虚拟海洋场景视景仿真是虚拟现实技术在船舶行业中的一个具体应用。以地理模型、建筑模型和植物模型为例,研究了虚拟海洋场景的构建和优化方法;基于Vega的海洋模块,介绍了虚拟海洋及海洋特效的形成原理和方法。 相似文献