A comparative analysis of evolutionary and memetic algorithms for community detection from signed social networks

To detect communities in signed networks consisting of both positive and negative links, two new evolutionary algorithms (EAs) and two new memetic algorithms (MAs) are proposed and compared. Furthermore, two measures, namely the improved modularity Q and the improved modularity density D-value, are used as the objective functions. The improved measures not only preserve all properties of the original ones, but also have the ability of dealing with negative links. Moreover, D-value can also control the partition to different resolutions. To fully investigate the performance of these four algorithms and the two objective functions, benchmark social networks and various large-scale randomly generated signed networks are used in the experiments. The experimental results not only show the capability and high efficiency of the four algorithms in successfully detecting communities from signed networks, but also indicate that the two MAs outperform the two EAs in terms of the solution quality and the computational cost. Moreover, by tuning the parameter in D-value, the four algorithms have the multi-resolution ability.     

悬浮液进样-火焰原子吸收光谱法测定茶叶中的微量铬

将茶叶悬浮于琼脂胶体中制成悬浮液 ,直接喷入空气 -乙炔火焰 ,用火焰原子吸收光谱法测定茶叶中的微量铬 ,方法简便、快速、灵敏度和精密度高、测定结果与用灰化法处理样品一致 ,检验表明 ,两种样品前处理方法之间无显著性差异。相对标准偏差为 3.4 %～ 6 .1% ,加标回收率为 95 .7%～ 10 3.8 %。     

Deformation and failure study of surrounding rocks of dynamic pressure roadways in deep mines

In order to understand the change rules of stress-displacement in surrounding rocks of dynamic pressure roadways in deep mines and to obtain a theoretical basis for analyses of roadway stability and designs of support,we established a coupling equation of adjacent rock strength,mining stress and supporting resistance on the basis of an elastic-plastic theory of mechanics.We obtained an analytical solution for stress and displacement distribution of elastic and plastic regions in surrounding rock of dynamic pressure roadway..Based on this theory,we have analyzed the changes in stress-displacement in elastic and plastic regions of surrounding rocks of dynamic pressure roadways in the Haizi Coal Mine.The results show that:1) radial and tangential stress change violently within the first 4 m from the inner surface of a roadway after excavation;radial stress increases while tangential stress decreases within a range of about 6 m from the inner surface of the roadway as a function of q3;2) radial and tangential stress increase with an increase in the mining pressure coefficient k;the increase in the rate of tangential stress is greater than that of radial stress;3) the radial displacement of the inner surface of roadways decreases with an increase in q3,provided that k remains unchanged.     

基于LMS算法改进Cupo相位抖动补偿方法

为了增加FIR-ALE(Finite Impulse Response-Adaptive Linear Enhancer)相位噪声补偿系统的补偿能力,本文基于LMS算法对Cupo的FIR-ALE系统进行改进,并对8PSK调制方式下的信号进行了Matlab仿真,通过对信号功率谱、误比特率以及星座图的分析,对比了两种方法.仿真结果表明,改进后的系统对于幅度为5°、频率为120 Hz的相位抖动,能够将抖动衰减25 dB左右;对于幅度为15°、频率为25 Hz的相位抖动,改进后的LMS系统能将抖动衰减35 dB左右.而且,随着相位抖动幅度的增大,改进的LMS方法的补偿能力同Cupo的FIR-ALE方法比较,性能逐渐提高.     

电磁领域中复超越方程的遗传算法求解方法

将遗传算法与参数跟踪策略有效结合,跟踪过程中进行搜索域压缩与位移操作,形成了一种功能强大的新算法,可成功应用于电磁领域中各种各样复超越方程的高精度求解问题.在算法实现过程中,使用参数跟踪策略有效地缩小了搜索区域,保证了解的单一性,提高了运算速度;使用动态搜索域提高了解的精度;应用三阶差商公式预估新的搜索中心,使运算速度得以进一步提高.应用本文发展的算法详细求解了终端短路法测量材料的复介电常数时得到的复超越方程和部分填充矩形波导的特征方程,计算结果表明该算法能够轻松地解决复超越方程中的多值问题,解集完备性好,算法鲁棒性强.     

Electroless nickel plating on the surface of carbon fibers

The electroless nickel plating on the surface of carbon fibers was prepared by pretreating the carbon fibers in order to increase their conductivity,and consequently enhance the EMI shielding effectiveness of the composites.The relationship between the performance of depositing coat and pH value,temperature,reaction time and the way of agitation was studied.Results show that the depositing quality is stable under pH between 4.5 and 5.0,temperature between 75 ℃ and 85 ℃,reaction time for 10 min and air agitation.The uniform and compact nickel layer deposited on carbon fibers was proved by XRD and SEM,and the electrical resistivity of carbon fibers with nickel coating was tested.Results indicate that the electrical resistivity of carbon fibers with electroless nickel plating is decreased by an order of magnitude compared with that of carbon fibers.It means that nickel coating can greatly improve the electromagnetic interference shielding properties of carbon fibers.     

可拓集合论在专家系统知识表示中的应用

引入了可拓集合论来优化专家系统的设计过程,阐述了可拓集合论应用于专家系统的可行性,在分析知识表示的集合与分类特征的基础上,探讨了可拓集合论在知识表示中的应用,结合人工智能技术的发展趋势,对专家系统在可拓学中的应用前景做出了展望.     

英汉缩略词的构成及其应用

缩略词是人们出于求省求便的心理,习性和目的所造成的一种词的简略形式.作为一种特有的语言现象,缩略词在时代的变迁过程中逐渐表现出不同形态.通过对缩略语的概述和其在英汉两种语言中的不同的构词方法,提出人们应科学地使用缩略语,这样才能在实际工作和生活中熟练应用,达到顺畅交流的目的.     

脉冲微分方程理论在药物动力学中的应用研究

为了揭示药物在机体内的ADME过程,将脉冲微分方程理论应用于研究药物动力学若干问题中,通过对系统动力学行为的研究进而设计最佳用药方案,丰富了脉冲微分方程理论并对指导临床实践具有积极意义.