基于MapReduce的粒子群投影寻踪模型的设计与实现

利用MapReduce模式设计并实现了粒子群投影寻踪算法的并行化,以提高算法的效率.在分类阶段使用了基于MapReduce的KNN分类算法并行,实验结果表明:基于MapReduce实现的粒子群投影寻踪模型能够有效地寻找到较好的投影方向,确保分类效果;并且与其串行算法相比,在实现效率上有较大的提高.     

关于无穷级代数体函数Borel点的一个结果

定义了单位圆内无穷级代数体函数的Borel点,将关于复平面上无穷级半纯函数的聚值线判定定理推广到了单位圆内的无穷级代数体函数.     

2,3-二氯-6-羧酰氯喹啰啉活性染料反应活性及“染料-纤维”键的稳定性

对２,３－二氯－６－羧酰氯喹啉类活性染料的反应活泼性以及“染料－纤维”键的稳定性进行了反应动力学研究,测定水解速度常数;与其他类型活性染料进行比较,对此类活性染料性能进行了评价。     

C_(12)H_4,C_(18)H_6,C_(24)H_8大环多炔化合物的分子结构和光谱性质研究

C12 H4 ,C18H6,C2 4 H8大环多炔化合物是以乙炔为基本单元 ,以乙烯为连接元构成 .利用量子化学PM 3方法进行分子构型的优化和频率分析 ,判断分子的稳定性     

Land cover classification of remotely sensed image with hierarchical iterative method

Land cover classification is one of the most wide ly used applications of remote sensing. The use ofmultitemporal remote sensing data in land cover clas sification is one of the effective methods of obtainingaccurate land cover/land use data. For a particularimage, different land cover types often show a similarspectral response and are difficult to separate. Theadvantage of using multitemporal data is that differentvegetation types show different spectral characteristicsin…     

Constructing a quasi-Legendre basis based on the C-Bézier basis

Inmostcomputeraideddesign(CAD)andcom puteraidedgeometricdesign(CAGD)systems,the BernsteinpolynomialsrepresentationofB啨ziercurves andsurfaceshasbeenastandard.Legendrepolynomi alshavesomeremarkableproperties.Firstly,Legen drepolynomialsconstituteanorthogonalbasisandthe degreeoftheLegendrebasisfunctionsgraduallyin creases,whichallowsthecoefficientsoftheapproxi mationtobedetermineddirectlywithoutneedingto solvealinearsysteminmanygeometricoperations whereapproximationisinvolved.Forexample,Lie…     

Atomic-scale computer simulation for early precipitation process of Ni_(75) Al_x V_(25-x) alloy with intermediate Al composition

SincethepublicationoftheclassicalworkofChan[1] andHilliard[2 ] ,therehavebeenextensiveex perimentalandtheoreticalstudiesonthethermody namicsandkineticsofprecipitation process .Recentresearchworkhasbeenconcentratedoncomputersimulation ,mostofwhichwerereviewedbyChen[3] .Mostcomputersimulationswerecarriedoutinbinarysystems[4— 8] .However ,theternaryormulti compo sitionsystemsaremoreimportantinindustries .MechanicalpropertiesofNi Albasedsuperalloyscanbestronglyaffectedbythemorphology ,distribu …     

SINGULARLY PERTURBED MARKOV DECISION PROCESSES WITH INCLUSION OF TRANSIENT STATES

1 IntroductionMarkov decision processes (MDP) have drawn much sttention because of their capabilityin dealing with a wide range of application under UnCertainty. Many problems in operationsresearch such as resource allocation, queueing networks, and maChine replaCement etc., fit wellin the framework of Markov decision processes. Classical aPProaChes of discrete-time MDPmodels can be foUnd in Dermanll], RDssIZ], and ~e[3] among others.Because most of the systems in real life are large a…