采样算子调整的径向基网络增量映射学习算法

为了提高增量映射学习(IPL)算法的效率,调整了径向基神经网络基函数的中心及方差,以达到调整采样算子的目的,同时,通过神经元函数相关性的计算,确定添加新神经元时,相关函数的阈值,为系统结构调整提供相应依据.新方法步骤相对简单,所以算法速度较快;仿真结果表明,由于系统参数得到调整,对于同一问题,改进IPL算法得到的径向基神经网络结构较一般算法得到的网络结构简单,输出结果也较为精确.     

降低极薄金矿脉开采成本新途径的研究

傲汉旗撰山子金矿用人工底柱代替矿石顶底柱，铁溜井代替木溜井、《金属量》承包代替作业进尺的方法，减小了极薄金矿脉开采的损失率与贫化率，为同类矿山降低开采成本开创了一条新途径。     

弧形闸门局部开启动力特性分析

以某航电枢纽工程弧形工作闸门的动力问题为背景，介绍了结构自振分析的基本原理，并分别用子空间迭代法和Unsymmetric法对闸门在不同开度程度下的自振特性进行了数值模拟，同时对不同开度下流固耦合效应对自振频率的影响进行了分析，结果表明闸门面板水头越高，流固耦合效应影响越大．最后结合水力学模型的试验成果，对闸门的动力稳定性进行了分析。     

电控汽油机怠速模糊RBF神经网络控制

针对电控汽油机怠速控制要求,提出了一种模糊径向基函数(RBF)神经网络控制方案,在MATLAB环境下进行了控制仿真,获得了比PID、模糊、模糊BP神经网络更好的控制性能。     

一种简易的径向位移引伸计

介绍了一种简易径向位移引伸计的结构及设计方法,根据其一次敏感元件的力学模型,推导了一次敏感元件的灵敏度。利用电阻应变测量技术,对自行设计的一套以65Mn薄钢片为一次敏感元件的引伸计进行了标定,实验表明:引伸计具有较高的灵敏度和线性度。与计算值相比,灵敏度误差仅为0.8%。该引伸计可用于内压循环弯曲管道及类似构件的径向变形的测量。     

Modeling of microstrip lines using neural networks: Applications to the design and analysis of distributed microstrip circuits

In this article, two models for solving microstrip lines are presented. The models utilize radial-basis-function neural networks. Using the first model, one estimates the effective dielectric constant and the width of the microstrip line, knowing its characteristic impedance and the frequency. The second model provides the effective dielectric constant and the characteristic impedance of the line based on knowledge of its width and the frequency. Besides their remarkably fast responses, the proposed models are capable of estimating the required quantities with very high accuracy. The potential of the proposed models is demonstrated in the design and analysis of two distributed microstrip circuits. © 2004 Wiley Periodicals, Inc. Int J RF and Microwave CAE 14, 166–173, 2004.     

A longitudinal analysis of anxiety and depressive symptoms.

The authors modeled depressive and anxiety symptom data from 1,391 participants in a longitudinal study of middle-aged and older Swedish twins (M age?=?60.9 years, SD?=?13.3). Although anxiety and depression were highly correlated, a model with distinct Anxiety and Depression factors fit the data better than models with Positive and Negative Affect factors or a single Mental Health factor. Lack of well-being was associated with anxiety rather than depression. Over two 3-year intervals, anxiety symptoms led to depressive symptoms, but the relationship was not reciprocal. Anxiety symptoms were more stable than depression. These findings provide additional support for the idea that anxiety symptoms may reflect a personality trait such as neuroticism more than do depressive symptoms and suggest that low positive affect may not be as specific to depression among older adults as in younger people. (PsycINFO Database Record (c) 2010 APA, all rights reserved)     

铝带闭式四斜楔卷取机胀缩力计算分析

在现代化铝带冷轧机组中,卷取机卷筒通常采用闭式四斜楔卷筒结构,本文简要分析了闭式四斜楔卷筒的结构特点,并根据其结构特点总结了一种计算卷筒胀缩力和胀缩缸直径的计算方法。     

基于PCA-RBF网络模型的硫化矿自燃安全性研究

为了更加准确地预测硫化矿自燃安全性,综合考虑硫化矿自燃倾向性及火灾后果严重性,将硫化矿自燃安全性划分为9个等级,并选取矿山含硫量、矿山含碳量、矿石温度、矿石堆放时间、采场人员数量、氧气浓度和采场矿层厚度作为评价因素集。利用主成分分析法（Principal Component Analysis,PCA）对94个采场样本数据进行降维处理,得到包含70%以上原始信息的3个主成分。将降维后的84组数据作为基于径向基函数神经网络（Radial Basis Function Neural Network,RBF）预测模型的训练样本,10组数据作为检验样本进行硫化矿自燃安全性预测。最后分别利用十折交叉验证法和留一法对94组检验样本的自燃安全性预测结果进行检验,得到硫化矿自燃安全性预测准确率分别为92.55%和91.49%。研究结果表明：PCA-RBF网络模型对硫化矿自燃安全性的预测性能良好,且优于未经主成分分析的结果。     

用蒙特卡罗方法确定81-02型198Au短程治疗源剂量计算参数

针对81-02型¹⁹⁸Au短程治疗源的临床应用，用蒙特卡罗方法计算了在一半径为30cm的理论球体模型中，AAPMTG43U1所推荐剂量计算参数的数值，包括剂量率常数、径向剂量函数和各向异性函数。所得单个81-02型¹⁹⁸Au短程治疗源的剂量率常数为1.113 cGy·h^-1·U^-1，与Dauffy等的理论计算值和TLD实测值分别相差0.18%和1.62％。在源中垂轴0.1～10.0cm距离范围内计算径向剂量函数的数值，在角度0°～90°（10°间隔）、距离0.5～9.0cm（1cm间隔）范围内计算各向异性函数的数值，最后对径向剂量函数和各向异性函数进行拟合，得到实用性较强的经验公式。