基于模糊数学和粒子群算法的边坡参数反分析

传统的利用边坡位移进行力学参数反分析的方法构造的目标函数较为简单.为了体现滑坡土体的不同性质,文中在传统优化方法的基础上,分析了滑坡体内部土体的位移特点,并将滑坡土体分为滑坡床、滑坡面和滑坡体3个类别.然后分别利用模糊数学和粒子群算法求得不同位置土体对3个类别的隶属度以及3个类别的位移权重,并根据土体的隶属度和3个类别...     

柴油机EGR温度的智能控制策略

利用改进的BP神经网络算法,建立了样本柴油机排气温度的神经网络模型,通过柴油机台架实验采集柴油机转速、负荷、油耗、排气温度等参数作为神经网络模型学习样本,使用实验数据对所建立模型进行训练,并对该神经网络模型进行了误差分析,结果表明,所建神经网络模型反映了实验样机的排气温度变化规律,在测试数据范围内,排气温度辨识误差小于...     

基于相似度分析的蠕虫检测算法

近年来,蠕虫逐渐成为一种主要的网络威胁.文中针对现有蠕虫检测算法误检率高的问题,提出了一种基于相似度分析的蠕虫检测算法.该算法通过分析异常数据序列与蠕虫行为特征之间的相似性,实现对基本累计异常行为特征检测算法的优化;同时,考虑到复杂的网络环境,利用卡尔曼滤波器的预测功能实现对检测阈值的动态调整.仿真结果表明,与基本累计...     

基于分方向选择搜索的多目标进化算法

Pareto 解空间为分区域连续时,基于极大极小策略和确定权重的多目标进化算法在进化的每一代都会在无最优解的区域搜索解点.为解决此问题,文中提出了一种新的判断机制,根据每个权重在不同方向上选取的解点集来判断权重对应的Pareto有效解区域是否存在最优解点,并以此来调整搜索的区域;为了避免算法陷入局部收敛和种群早熟,提出...     

Erratum to: <Emphasis Type="Italic">In vitro</Emphasis> induction of mouse meningeal-derived iPS cells into neural-like cells

The authors report that incorrect figures were included as Figures 4 and 5 in the original publication of this paper. This error occurred during the figure editing process of the publishing company. This information should have been presented as follows:     

Evaluating the reliability of microsatellite genotyping from low-quality DNA templates with a polynomial distribution model

Molecular studies using trace DNA, such as from museum specimens, ancient or forensic samples and samples obtained noninvasively, often have a common problem of low quality of DNA templates. Amplification errors, such as allelic dropout and false allele, may arise during polymerase chain reaction (PCR) using such samples. A mathematical model which treats homozygotes and heterozygotes discriminately has been developed to measure sample quality and compute the confidence level of using multipletube approaches. We use plucked hair samples collected from 26 individual Sichuan snub-nosed monkeys (Rhinopithecus roxel- lana) to test the model. In this case, a confidence level of 99% can be achieved by three positive PCRs. If the sample quality is very poor and requires many PCR replicates, an alternative multiplestep genotyping method is recommended. This model enables researchers to optimize experimental protocols through pilot studies and obtain reliable genetic information using noninvasive sampling method.     

Parametric effects on the combustion flow field of a typical strut-based scramjet combustor

The flame-holding mechanism in hypersonic propulsion technology is the most important factor in prolonging the duration time of hypersonic vehicles.The two-dimensional coupled implicit Reynolds-averaged Navier-Stokes equations,the shear-stress transport k-ω turbulence model and the finite-rate/eddy-dissipation reaction models were used to simulate the combustion flow field of a typical strut-based scramjet combustor.We investigated the effects of the hydrogen-air reaction mechanism and fuel injection temperature and pressure on the parametric distributions in the combustor.The numerical results show qualitative agreement with the experimental data.The hydrogen-air reaction mechanism makes only a slight difference in parametric distributions along the walls of the combustor,and the expansion waves and shock waves exist in the combustor simultaneously.Furthermore,the expansion wave is formed ahead of the shock wave.A transition occurs from the shock wave to the normal shock wave when the injection pressure or temperature increases,and the reaction zone becomes broader.When the injection pressure and temperature both increase,the waves are pushed out of the combustor with subsonic flows.When the waves are generated ahead of the strut,the separation zone is formed in double near the walls of the combustor because of the interaction of the shock wave and the boundary layer.The separation zone becomes smaller and disappears with the disappearance of the shock wave.Because of the horizontal fuel injection,the vorticity is generated near the base face of the strut,and this region is the main origin for turbulent combustion.     

Premixed jet flame characteristics of syngas using OH planar laser induced fluorescence

Lean premixed flame characteristics of several typical low calorific value (LCV) syngases (basis CO/H2/CH4/CO2/N2),including bituminous coal,wood residue,corn core,and wheat straw gasification syngas,were investigated using OH planar laser induced fluorescence (PLIF) technology.OH radical distributions within the turbulent flame were measured for different turbulence intensities.Flame structures of syngases were analyzed and characterized with respect to burnt and unburnt regions,flame curvature (sharp cusp),local extinction (holes and penetration),OH reaction layer thickness,wrinkling,and other features,with OH-PLIF instantaneous images and statistical analysis.Results show that H2 content,LCV,and turbulence intensity are the most effective factors influencing the OH radical intensity and thickness of OH radical layers.The bituminous coal gasification syngas with relatively higher LCV and H2 content tends to burn out easily.Through changes in thickness of the OH radical layers and signal intensities,the reaction layer can be compressed by intensifying turbulence and thereby the combustion processes of syngas.     

The effects of the guide field on the structures of electron density depletions in collisionless magnetic reconnection

Two-dimensional particle-in-cell simulations are performed to investigate the formation of electron density depletions in collisionless magnetic reconnection.In anti-parallel reconnection,the quadrupole structures of the out-of-plane magnetic field are formed,and four symmetric electron density depletion layers can be found along the separatrices due to the effects of magetic mirror.With the increase of the initial guide field,the symmetry of both the out-of-plane magnetic field and electron density depletion layers is distorted.When the initial guide field is sufficiently large,the electron density depletion layers along the lower left and upper right separatrices disappear.The parallel electric field in guide field reconnection is found to play an important role in forming such structures of the electron density depletion layers.The structures of the out-of-plane magnetic field By and electron depletion layers in anti-parallel and guide field reconnection are found to be related to electron flow or in-plane currents in the separatrix regions.In anti-parallel reconnection,electrons flow towards the X line along the separatrices,and are directed away from the X line along the magnetic field lines just inside the separatrices.In guide field reconnection,electrons can only flow towards the X line along the upper left and lower right separatrices due to the existence of the parallel electric field in these regions.     

Mineralogical and geochemical features of sulfide chimneys from the 49°39′E hydrothermal field on the Southwest Indian Ridge and their geological inferences

During January–May in 2007,the Chinese research cruise DY115-19 discovered an active hydrothermal field at 49°39′E/37°47′S on the ultraslow spreading Southwest Indian Ridge (SWIR).This was also the first active hydrothermal field found along an ultraslow-spreading ridge.We analyzed mineralogical,textural and geochemical compositions of the sulfide chimneys obtained from the 49°39′E field.Chimney samples show a concentric mineral zone around the fluid channel.The mineral assemblages of the interiors consist ...