贝叶斯网络分类器近似学习算法

贝叶斯网络在很多领域应用广泛,作为分类器更是一种有效的常用分类方法,它有着很高复杂度,这使得贝叶斯网络分类器在应用中受到诸多限制。通过对贝叶斯网络分类器算法的近似处理,可以有效减少计算量,并且得到令人满意的分类准确率。通过分析一种将判别式算法变为产生式算法的近似方法,介绍了这种算法的近似过程,并将其应用在了贝叶斯网分类算法中。接着对该算法进行分析,利用该算法的稳定性特点,提出Bagging-aCLL 集成分类算法,它进一步提高了该近似算法的分类精度。最后通过实验确定了该算法在分类准确率上确有不错的表现。     

建筑结构粘结剂的研究进展

在综合分析国内外文献的基础上,本文简述了粘结剂的发展历史,它在建筑业中的应用现状及在现代建筑业中的地位;研究了建筑结构粘结剂的主要性能指标,粘结剂连接的优点和主要技术检验指标等.此外,对目前广受关注的粘结剂耐久性研究的试验方法做了总结,列举了最新研究进展.在此基础上,指出了目前研究的不足,提出了对研究方向的建议.     

动态贝叶斯网络在态势评估中的应用

针对目前战场态势变化的复杂性和多样性,尤其是战场信息的不确定性和模糊性,提出了利用动态贝叶斯网络,根据态势事件与态势假设之间的潜在关系建立态势评估的功能模型,从而实现态势评估,并用具体的实例验证了该方法的有效性.仿真结果表明,依据动态贝叶斯网络建立的态势评估模型,能够将各种特征因素进行综合,使得不同时间片的特征因素相互修正,从而能够准确地跟踪战场态势的变化,所得态势评估结果为指挥员分析当前态势和决策提供了支持.     

New CFD Validation Method with Application to Verify Computations of Near Wall Flows

For high Re number flows, a new computational fluid dynamics (CFD) validation method, namely, wall-surface compatibility criteria method and also called Gaos criteria, is proposed to verify near wall flows. As examples, Gaos criteria method and other two CFD verification methods (analytic solutions method and grid convergence analysis) are used to verify FLUENTs near wall flows solutions for two-dimensional incompressible laminar stagnation-point flows. The exact solution of the Navier-Stokes equations for laminar stagnation-point flows satisfy accurately all Gaos criteria, numerical simulations of laminar stagnation-point flows show that when physical parameters (the pressure coefficient and the Stanton number at wall surface) achieve convergence with more and more fine-screen grid, a part of Gaos criteria are not satisfied.     

一类非线性时滞偏差分方程的不饱和解

利用频密测度和无穷双序列{um,n}不饱和解的概念,讨论了一类带有可变号系数的非线性时滞偏差分方程解的不饱和性质,给出了偏差分方程解的频密振动性的几个充分条件.     

韧性断裂准则在板料成形中应用研究进展

对板料成形中的成形极限应力图、最大变薄率、成形极限图以及韧性断裂准则等预测成形极限的方法进行了综述和分析,提出了利用韧性断裂准则能够较好地预测塑性差的板料成形极限,而且还能考虑应变路径的变化.利用有限元方法模拟时,韧性断裂准则既可以运用到完全耦合的弹塑性损伤模型的增量方法中,也可以运用到一步有限元逆算法中.指出了为准确地预测成形极限,除了提高有限元模拟精度外,应找到一种本质地反映材料性能的准则.     

通用突变控制方法及其在潜艇中的应用

运用非线性动力学和突变理论,研究了高维系统建立具有理想特性突变的控制方法.引入冲失滤波器保证系统平衡点不变,并利用隐式判据、中心流形定理以及规范形法确定控制增益.以潜艇空间运动为例,阐述计算的全过程.该控制方法简便、快捷,可广泛应用到实际控制系统的设计中.     

Model test of the cutting properties of a shearer drum

According to similarity theory, we carded out a dimensional analysis of the shearer drum correlation parameters and built similarity criteria. Based on these, similarity models of shearer drums were developed. Simultaneously, based on an estab-lished cutting testbed of the coal and rock, cutting tests of different pick arrangements of the drum models were carried out, where the compressive strength of the analogous cutting material was 2.48 MPa and the drum rotary speed 67.5 r/min. The variance, the mean values, maxima and mean maxima of the torque load were analyzed for different type drum models. Moreover, the relation-ships between the type of pick arrangements and the cutting lump coal percentage were studied. The results indicate that the load fluctuation of the sequence drum is larger than that of the punnett square drum in the cutting process and the lump coal percentage and economic benefits of the sequence drum are inferior to the punnett square drum. We conclude that the punnett square drum is superior to the sequence drum.     

带阻尼项的二阶强迫非线性微分方程的区间振动准则

利用Riccati技巧和变分原理,对带阻尼项的二阶强迫非线性微分方程建立了新的区间振动准则,推广和改进了已有的一些结果．     

朴素贝叶斯与全贝叶斯在DFI的应用比较研究

P2P应用软件检测技术主要是深度包检测法和深度流量检测法.深度包检测法不能检测出加密的和未知的对等网络流应用,深度流量检测方法可以克服深度包检测法这个缺点.将模糊识别领域里比较成熟的贝叶斯分类技术应用到对等网络深度流检测中.结合实际项目,对贝叶斯的两个分类器-朴素贝叶斯和全贝叶斯的算法、训练结果、运行结果进行研究,实验研究表明朴素贝叶斯和全贝叶斯分类器能够快速准确地找到P2P流应用,朴素贝叶斯分类器准确度占据优势,全贝叶斯运行时间占据优势.