焊接过程的RBF神经网络建模

介绍了RBF神经网络的性能和算法结构 ,建立了RBF神经网络在船舶焊接过程中用于焊接变形预测分析的模型 ,并探讨了其应用和发展趋势     

人工神经元网络及其在系统仿真中的应用

本文简要地介绍了人工神经元网络的基本概念、主要特征及其发展历史,评述了几种有代表性的神经元网络模型。在此基础上,探讨了人工神经元网络在系统仿真中可能的应用方向。     

A ground‐level ozone forecasting model for Santiago,Chile

A physically based model for ground‐level ozone forecasting is evaluated for Santiago, Chile. The model predicts the daily peak ozone concentration, with the daily rise of air temperature as input variable; weekends and rainy days appear as interventions. This model was used to analyse historical data, using the Linear Transfer Function/Finite Impulse Response (LTF/FIR) formalism; the Simultaneous Transfer Function (STF) method was used to analyse several monitoring stations together. Model evaluation showed a good forecasting performance across stations—for low and high ozone impacts—with power of detection (POD) values between 70 and 100%, Heidke's Skill Scores between 40% and 70% and low false alarm rates (FAR). The model consistently outperforms a pure persistence forecast. Model performance was not sensitive to different implementation options. The model performance degrades for two‐ and three‐days ahead forecast, but is still acceptable for the purpose of developing an environmental warning system at Santiago. Copyright © 2002 John Wiley & Sons, Ltd.     

Accurate forecasting of the undecided population in a public opinion poll

The problem of pollsters is addressed which is to forecast accurately the final answers of the undecided respondents to the primary question in a public opinion poll. The task is viewed as a pattern‐recognition problem of correlating the answers of the respondents to the peripheral questions in the survey with their primary answers. The underlying pattern is determined with a supervised artificial neural network that is trained using the peripheral answers of the decided respondents whose primary answers are also known. With peripheral answers as inputs, the trained network outputs the most probable primary response of an undecided respondent. For a poll conducted to determine the approval rating of the (former) Philippine president, J. E. Estrada in December 1999 and March 2000, the trained network predicted with a 95% success rate the direct responses of a test population that consists of 24.57% of the decided population who were excluded in the network training set. For the undecided population (22.67% of December respondents; 23.67% of March respondents), the network predicted a final response distribution that is consistent with the approval/disapproval ratio of the decided population. Copyright © 2002 John Wiley & Sons, Ltd.     

网络环境对高校图书馆采购工作的新要求

阐述了网络环境下图书馆采购信息源的变化，提出了网络环境下对图书馆采购人员综合素质的要求，以及网络时代图书馆的采购原则。     

纳米SiO2作为蓄电池添加剂的研究

研究了纳米SiO2添加到铅酸蓄电池的极板和电解液中，对电池的起动性能和循环性能的影响。     

浅析新时期课改中的问题和对策

分析了课程改革存在的问题,从5个方面提出了对于课程改革的建议。     

浅谈提高形体表演能力的辅助训练方法

文章介绍了几种简便易行、旨在提高学员形体表演能力的辅助训练方法。     

关于互联网管理与国家安全的思考

从国家安全和讲政治的角度以及目前互联网管理现状出发，分析了加强互联网管理的必要性和重要性，在此基础上探讨了公安机关参与互联网管理应注意处理的关系及管理策略．     

高师体育教育专业学生教学技能Fuzzy综合评估的研究

根据目标反馈控制原理 ,采用教育评估的方法 ,经过多轮调查 ,建立了高师体育教育专业学生教学技能评估指标体系 ,采用Saaty相关重要程度相关计算方法确定合理权重 .然后 ,运用Fuzzy综合评价方法进行评估实验研究 ,经实验研究验证 ,评价效果是令人满意的 .