猴子选大王 C语言 数据结构课设

关于支持向量机里面讲核函数的，介绍了线性核函数、高斯核函数、及多项式核函数等。还介绍了核函数的判定以及Mercer定理1x1121T3212T42.3p(a)L313x2.3.32cT1V2C.223+d更一般地,核数K(x2z)=(xz+)“对应的映射后特征维度为a(求解方法参见http://zhidao.baiducom/question/16706714.html)由于计算的是内积,我们可以想到IR中的余弦相似度,如果ⅹ和z向量夹角越小,那么核函数值越大,反之,越小。因此,核函数值是(x)和(z)的相似度。再看另外一个核函数K(r, z)=expz-z|222这时,如果x和z很相近(x-2‖≈0),那么核函数值为1,如果x和z相差很大(x-2》0),那么核函数值约等于0。由于这个函数类似于高斯分布,因此称为高斯核函数,也叫做径向基函数( Radial basis function简称RBF)。它能够把原始特征映射到无穷维。既然高斯核函数能够比较ⅹ和z的相似度,并映射到0到1,回想 logistic回归, sigmoid函数可以,因此还有sigmoid核函数等等下面有张图说明在低维线性不可分时,映射到高维后就可分了,使用高斯核函数。Linear回回看目即Gaussian来自 Eric Xing的sdes注意,使用核函数后,怎么分类新来的样本呢?线性的时候我们使用SVM学与出W和b,新来样木ⅹ的话,我们使用wTx+ b来判断,如果值大于等于1,那么是正类,小于等于是负类。在两者之间,认为无法确定。如果使用了核函数后,W2x+b就变成了wφ(x)+b,是否先要找到p(x),然后再预测?答案背定不是了,找φ(x很麻烦,回想我们之前说过的wa+6=boy(0)x+bi=1(x(,x)+b只需将替换成(x,x),然后值的判断同上8核函数有效性判定问题:给定一个函数K,我们能否使用K来替代计算φ(x)2中(z),也就说,是否能够找出一个,使得对丁所有的x和z,都有k(x,2)=(x)r中(2)9比如给出了K(x,2)=(x2)2,是否能够认为K是一个有效的核函数下面来解决这个问题,给定m个训练样本全(r(3xm,每一个对应一个特征向量。那么,我们可以将(e) yJ仟意两个和带入K中,计算得到=0。I可以从1到m,j以从1到m,这样可以计算出m*m的核函数矩阵( Kernel Matrix)。为了方便,我们将核函数矩阵和(x,z)都使用K来表示如果假设K是有效地核函数,那么根据核函数定义k1=K(x0x0)=p(x()p(x0)=p(x(0)p(x()=K(x(,x)=K可见,矩阵K应该是个对称阵。让我们得出一个更强的结论,首先使用符号中x(x)来表示映射函数中(x)的第k维属性值。那么对于任意向量z,得2K2=∑∑2K3∑∑(m0y(0)2∑∑∑(z0)(x0)z∑∑∑29(x)k(z0)k i j=S|∑zipk(c(ak0.最后一步和前面计算K(x)=(x2)时类似。从这个公式我们可以看出,如果K是个有效的核函数(即K(xz)和(x)p(2)等价),那么,在训练集上得到的核函数矩阵K应该是半正定的(K≥0这样我们得到一个核函数的必要条件:K是有效的核函数==>核函数矩阵K是对称半正定的可幸的是,这个条件也是充分的,由 Mercer定理来表达。Mercer定理:如果函数K是×四→巫上的映射(也就是从两个n维向量映射到实数域)。那么如果K是一个有效核函数(也称为 Mercer核函数),那么当且仅当对于训练样例(r()x(m,其相应的核函数矩阵是对称半正定的。Mercer定理表明为了证明K是有效的核函数,那么我们不用去寻找φ,而只需要在训练集上求出各,然后判断矩阵K是否是半正定(使用左上角主子式大于等于零等方法)即可。许多其他的教科书在 Mercer定理证明过程中使用了范数和再生希尔伯特空间等概念,但在特征是n维的情况下,这里给出的证明是等价的。核函数不仅仅用在SWM上,但凡在一个模型后算法中出现了,我们都可以常使用区(xz)去替换,这可能能够很好地改善我们的算法。posted on2011-03-1820:22 Jerry Lead阅读(…)评论(…)编辑收藏刷新评论刷新页面返回顶部博客园首页博问新闻闪存程序员招聘知识库Powered by:博客园 Copyright@ Jerry Lead

ISO16750-3-2012Road vehicles — Environmentalconditions and testing for electricaland electronic equipment —Part 3:Mechanical loadsContents PageForeword.............................................................................................................................................Iso16750-3:2012[EContentsPageForewordScope12Normative references1Terms and definitions4Tests and requirements4.1ibration4.2 Mechanical shock274.3 Free fall…294.4 Surface strength/ scratch and abrasion resistance294.5 Gravel bombardmentCode letters for mechanical loads29Documentation…,…………111111130Annex A (informative) Guideline for the development of test profiles for vibration tests.32Annex B (informative) Recommended mechanical requirements for equipment depending on themounting location44Bibliography46C ISO 2012-All rights reservedIso16750-3:2012EForewordISo (the International Organization for Standardization) is a worldwide federation of national standardsbodies (Iso member bodies). The work of preparing International Standards is normally carried outthrough iso technical committees. Each member body interested in a subject for which a technicalcommittee has been established has the right to be represented on that committee. Internationaorganizations, governmental and non-governmental, in liaison with ISO, also take part in the workIso collaborates closely with the International Electrotechnical Commission (IEC) on all matters ofelectrotechnical standardizationInternational Standards are drafted in accordance with the rules given in the ISo/IEC Directives, Part 2The main task of technical committees is to prepare lnternational standards. draft InternationalStandards adopted by the technical committees are circulated to the member bodies for votingublication as an International Standard requires approval by at least 75 of the member bodiescasting a voteAttention is drawn to the possibility that some of the elements of this document may be the subject ofpatent rights. ISO shall not be held responsible for identifying any or all such patent rightsIso 16750-3 was prepared by Technical Committee ISO/TC 22, Road vehicle, Subcommittee SC 3,Electrical and electronical equipment.This third edition cancels and replaces the second edition (Iso 16750-3: 2007), which has beentechnically revisedISo 16750 consists of the following parts, under the general title road vehicles-Environmental conditionsand testing for electrical and electronic equipment:Part 1: GeneralPart 2: electrical loadsPart 3: Mechanical loadsPart 4: Climatic loadsPart 5: chemical loadso ISO 2012-All rights reservedINTERNATIONAL STANDARDIso16750-3:2012(E)Road vehicles- Environmental conditions and testing forelectrical and electronic equipmentPart 3Mechanical loads1 ScopeThis part of IS0 16750 applies to electric and electronic systems/components for road vehicles. Itdescribes the potential environmental stresses and specifies tests and requirements recommended forthe specific mounting location on/in the vehicleThis part of iso 16750 describes mechanical loads2 Normative referencesThe following referenced documents are indispensable for the application of this document. For datedreferences, only the edition cited applies For undated references, the latest edition of the referenceddocument (including any amendments applies.Iso16750-1, Road vehicles- Environmental conditions and testing forelectrical andelectronicequipment-Part 1: GeneralIEC 60068-2, 6, Environmental testing- Part 2-6: Testing, Test Fc: Vibration SinusoidalIEC60068-2, 14, Basicenvironmental testing procedures- Part 2-14: Tests-Test Nb: Change oftemperatureTEC 60068-2, 64, Environmental testing Part 2-64: Test methods -Test Fh -Vibration, broad-bandrandom(digital control)and guidanceIEC 60068-2, 80, Environmental testing- Part 2-80: Tests- Test Fi: Vibration - Mixed mode testingIEC 60068-2-31, Environmental testing procedures- Part 2: Tests; Test Ec: Free fall, Clause 5.23 Terms and definitionsFor the purposes of this document, the terms and definitions given in Iso 16750-1 app4 Tests and requirements4.1 Vibration41.1 GeneralThe vibration test metho ds specified consider various levels of vibration severities applicable to on-board electrical and electronic equipment. It is recommended that the vehicle manufacturer andsupplier choose the test method, the environmental temperature and vibration parameters dependingon the specific mounting locationFollowing the expressions in MIL-STD please noticeC ISO 2012-All rights reservedIso16750-3:2012EWhen applied properly, the environmental management and engineering processes described in this partof Iso 16750 can be of enormous value in generating confidence in the environmental worthiness andoverall durability. However, it is important to recognize that there are limitations inherent in laboratorytesting that make itimperative to use proper caution and engineering judgement when extrapolating theselaboratory results to results that may be obtained under actual service conditions. In many cases, realworld environmental stresses (singularly orin combination cannot be duplicated practically or reliably intestlaboratories. Therefore, users of this part of Iso 16750 should not assume that a system or componentthat passes laboratory tests of this part of Iso 16750 would also pass field/ fleet verification trialsThe specified values are the best estimation one can get up to the moment when results frommeasurements in the car are received - but they do not replace a car measurement!The specified values apply to direct mounting in defined mounting locations. Using a bracket formounting can resultin higher or lower loads. If the device under test ( DUT)is used in the vehicle with abracket then all vibration and mechanical shock test shall be done with this bracketCarry out the vibration with the dut suitably mounted on a vibration table. The mounting method (sused shall be noted in the test report. Carry out the frequency variation by logarithmic sweeping of 0,5octave/minute for sinusoidal tests and the sinusoidal part of sine on random tests. The scope of therecommended vibration tests is to avoid malfunctions and breakage mainly due to fatigue in the fieldTesting for wear has special requirements and is not covered in this part of ISo 16750Loads outside of the designated test frequency ranges are to be considered separatelNOTE Deviations from the load on the DUT can result, should vibration testing be carried out according tothis part of Iso 16750 on a heavy and bulky dut, as mounting rigidity and dynamic reaction on the vibrator tableexcitation are different compared to the situation in the vehicle. This deviation can be minimized by applying theaverage control method(see Annex A)Application of the weighted average control method according to IEC 60068-2, 64 is to be agreed uponSubject the dut during the vibration test to the temperature cycle according to iEC 60068-2, 14, withelectric operation according to diagram 1. Alternatively, a test at constant temperature may be agreed onOperate the dutelectrically as indicatedin Figure l at Tmin(Short functional testafterthe dUT completelyreached Tmin). This functional test shall be as short as possible- only long enough to check the properperformance of the dUt. This minimizes self-heating of the dUT. Additional electrical operation of theDUT between 210 min and 410 min of the cycle (see Figure 1)Additional drying of test chamber air is not permittedIn the vehicle, vibration stress can occur together with extremely low or high temperatures; for thisreason, this interaction between mechanical and temperature stress is simulated in the test, too. afailure mechanism is, for example, a plastic part of a system/component, which mellows due to the hightemperature and cannot withstand the acceleration under this condition2o ISO 2012-All rights reservedIso16750-3:2012[EYmax20aburditt0100200300400500600yY temperature[°C]x time [ minIa Operating mode 3.2 according to ISo 16750-1.b Operating mode 2. 1 according to ISo 16750-1One cycleFigure 1-Temperature profile for the vibration testTable 1- Temperature versus time for the vibration testTimeTemperaturemin°C0206040150-4021020300max41048020See Is016750-44.1.2 Tests4.1.2.1 Test I- Passenger car, engine4.1.2.1.1 PurposeThis test checks the dUt for malfunctions and breakage caused by vibrationThe vibrations of a piston engine can be split up into two kinds: Sinusoidal vibration which results from theunbalanced mass forces in the cylinders and random noise due to all other vibration-schemes of an engine,C ISO 2012-All rights reserved3Iso16750-3:2012Ee.g. closing of valves. In the lowest frequency range from 10 Hz to 100 Hz the influence of rough-roadconditions is taken into account. The main failure to be identified by this test is breakage due to fatigueNOTE 1 Road profile usually has negligible impact on engine-mounted components. Shock inputs are effectivelysolated by suspension, and engine-mounting systemsThe test profiles specified in the following clauses apply to loads generated by(four strokereciprocating enginesNotE 2 If the dut is to be tested for a specific resonance effect, then a resonance dwell test according to 8.3.2of IEC 60068-2, 6: 2007 can also be applied4.12.1.2Test4.1.2.1.2.1 GeneralIt is required to perform this test as a mixed mode vibration test according to IEC 60068-2, 80NOTE The test duration is based on A 4. The temperature in the chamher is above room temperature (rt)atthe end of the test (2 3/4 temperature cycles4.1.2.1.2.2 Sinusoidal vibrationPerform the test according to IEC 60068-2, 6, but using a sweep rate of s 0,5 octave/minute. Use a testduration of 22 h for each plane of the dUTUse curve l in Table 2/ Figure 2 for DUT intended for mounting on engines with 5 cylinders or fewerUse curve 2 in Table 2/Figure 2 for dUT test intended for mounting on engines with 6 cylinders or moreBoth curves may be combined to cover all engine types in one test2502001501005050100150200250300350400450500ⅩKeyamplitude of acceleration [m/s2IXfrequency [Hzcurve1(≤5 cylinders)curve 2(5 cylindersFigure 2- Vibration severity curves4o ISO 2012-All rights reservedIso16750-3:2012[ETable 2- values for max acceleration versus frequencyCurve 1(see Figure 2FrequencyAmplitude of accelerationHz100100200200240200270100440100Curve 2(see Figure 2)FrequencyAmplitude of accelerationHm/s2100100150150440150CombinationFrequencyAmplitude of accelerationH1001001501502002002402002551504401504,1.21.2.3 Random vibrationPerform the test according to IEC 60068-2, 64. Use a test duration of 22 h for each plane of the DUTThe r.m.s. acceleration value shall be 181 m/s2The psd versus frequency are referred to in Figure 3 and Table 3NoTE The Power Spectral Density(PSD)values (random vibration] are reduced in the frequency range of thesinusoidal vibration testC ISO 2012-All rights reserved5Iso16750-3:2012EY100100,110100100010000KeyY PSD [(m/s2)2/HzX frequency [Hz]Figure 3- PSD of acceleration versus frequencyTable 3- Values for frequency and PsDFrequencyPSDH:(m/s2)2/Hz1010100103000,5150020200024.1.2.1.3 RequirementBreakage shall not occur.Functional status a see iso 16750-1) is required during operating mode 3.2 as defined in ISo 16750-1and functional status C during periods with other operating modes4.1.2.2 Test II-Passenger car, gearbox4.1.2.2.1 PurposeThis test checks the dut for malfunctions and breakage caused by vibrationThe vibrations of a gearbox can be split up into two kinds which result partly from sinusoidal vibrationfrom unbalanced mass forces of the engine(e. g dominating orders) in the frequency range from 100 Hzto 440 Hz and vibration from the friction of the gear wheels and other schemes, which are tested in therandom part. In the lowest frequency range from 10 Hz to 100 Hz the influence of rough-road conditionsis taken into account The main failure to be identified by this test is breakage due to fatigueChanging the gears can create additional mechanical shock and shall be considered separatey brationsThe test profiles specified in the following subclauses apply to loads generated by gearbox vibo ISO 2012-All rights reserved

直接线性变换，从扫描坐标系到物方空间点直接的线性变换。有11参数l的初值计算，也有多个控制点的迭代计算，相机畸变参数也考虑进去。利用直接线性变换可以达到mm级精度，若是用DLT得到的初值，进行光束法平差，可以期待得到更高的精度。

NPOI操作word、excel、ppt等文件的利器。

S7 200 OPC Server V1.0 PC Acceess 包含SP3

这是我的毕业设计，使用SSH三大框架搭建的购物系统，系统共分为三部分：（1）前台买家购物相关页面，（2）商家管理的后台系统（3）管理员登陆管理的系统。前台页面使用了jsp、ajax、jQuery、easyui、jfreeChart等技术，struts实现MVC的控制部分，数据库使用mysql，用hibernate实现持久化操作，使用的是hibernate注解，spring主要用到了依赖注入的特性，开发工具使用的是InteliJ idea，强烈推荐这个JAVA开发工具，它比myeclipse好用太多太多了！相信你能通过这个项目熟悉三大框架等web相关开发技术。ps:数据库表是通过spring，h

stm32f103通过使用RS485方式读取盐度，PH，温度等水体数据并打印到显示屏上进行实时显示

【实例简介】全志V3S官方开发板的原理图工程源文件V3S_CDR_STD_V1_0_20150514.DSN

该程序实现的功能为：检索出指定的图像文件，并从检索出的图像中检索出指定的物体 。1,主程序为Run.m和Run.fig。2、颜色特征，形状特征，纹理特征为对应的各子程序。3、图像库为Corel1。如有不明之处，可联系Email至hqucuihao@163.com交流。

verilog spi编程可用