基于MDA实现前台控制器模式的Web安全

基于前台控制器的模式原理，讨论了采用MDA方式实现该模式的Web安全问题，介绍了2个Web安全集成的元模型：Accessor和SecureUML。     

浅谈人工挖孔桩

分析了人工挖孔桩施工中遇到的问题(如水、溶洞、淤泥层、流砂),并提出了相应的处理措施。     

论辅助生殖技术引发的伦理问题及其应对机制

简单介绍了辅助生殖技术,分析了辅助生殖技术引发的伦理问题,提出了应对这些伦理问题的机制。     

Samples Selection for Artificial Neural Network Training in Preliminary Structural Design

An artificial neural network (ANN) is applied in the preliminary structural design of reticulated shells. Major efforts are made to enhance the generalization ability of networks through well-selected training samples. Number-theoretic methods (NTMs) are adopted to generate samples with low discrepancy, i.e.uniformly scattered in the domain, where discrepancy is a quantitative measurement of the uniformity. The discrepancy of the NTM-based sample set is 1/6-1/7 that of samples with equal spacing. In a case study,networks trained by NTM-based samples are compared with those trained by equal-spaced samples in generalizing performance. The results show that both the computational precision and stability of the former ANNs are more satisfactory than those of the latter. It is concluded that the flexibility of ANNs in generalizing can be effectively increased by use of uniformly distributed training samples rather than simply piling data.More reliable uniformity should be obtained, however, through NTMs instead of equal-spaced samples.     

人工神经网络紫外分光光度法同时测定苯和甲苯

应用三层ANN_BP网络解析苯和甲苯的吸收光谱 ,不经分离 ,用紫外分光光度法同时测定苯和甲苯 .使用改进的BP算法 ,避免了神经网络学习过程中可能产生的麻痹现象 ,提出了目标向量的简单变换方法及便于网络参数选择的收敛评价函数 .实验验证了方法的有效性 ,同时表明 ,苯在 0 - 72 0mg/L和甲苯在 0 - 84 0mg/L范围内服从比尔定律     

结构疲劳寿命估算的计算机仿真

采用人工神经物方法描述了材料在疲劳损伤过程中的性能变化,将材料的疲劳过程看作一个离散事件,建立了既能反映累积损伤的非线性效应,又能反应映材料循环特性的疲劳损伤累积模型。     

BP神经网络用于函数逼近的最佳隐层结构

研究采用反向传播算法的人工神经网络用于函数逼近时的支结构。方法,以典型的ｎ输入、单输出的多层ＢＰ网为例,在几种不同的网络隐层结构下对典的连续函数进行逼近训练。,分析各网络输出的全局误差。