Local Prediction of Chaotic Time Series Based on Support Vector Machine

Based on phase space delay-coordinate reconstruction of a chaotic dynamics system, we propose a local prediction of chaotic time series using a support vector machine （SVM） to overcome the shortcomings of traditional local prediction methods. The simulation results show that the performance of this proposed predictor for making onestep and multi-step prediction is superior to that of the traditional local linear prediction method and global SVM method. In addition, it is significant that its prediction performance is insensitive to the selection of embedding dimension and the number of nearest neighbours, so the satisfying results can be achieved even if we do not know the optimal embedding dimension and how to select the number of nearest neighbours.     

High-Average-Power Nanosecond Quasi-Phase-Matched Single-Pass Optical Parametric Generator in Periodically Poled Lithium Niobate

A pulsed nanosecond optical parametric generator (OPG) in periodically poled lithium niobate (PPLN) crysal is presented. The pump laser is an acousto-optically Q-switched Nd:YVO4 laser with the maximum average power of 6.58 W. When the repetition rate is 50kHz and the pulse width of the pump source is 80ns, the maximum average total output power of the single-pass PPLN OPG is about 1.9 W, which includes 1.322 W of 1.536μm signal radiation. The length of the PPLN crystal is only 38.7mm (at room temperature) with a grating period of 28.93μm (at room temperature). The 1.502-1.536μm signal radiation and 3.652-3.465μm idler radiation are obtained by adjusting the PPLN crystal temperature from 155℃ to 250℃.     

珠心算排积法论

二、3乘(一)本个数位乘数0246813579本个数0628439517(二)进数位乘数0123456789本个数0000111222(三)位积位积=本个+后进(允许够10数)合成位积的训练最好先用一笔清,然后再用脑算盘清理。有够10进位用“左手”。够10进位多数是后数有3与6的地方。例13×37,269........｜｜｜｜｜｜｜｜｜｜虚半替半｜｜｜｜｜｜｜｜｜｜}}够4进1够7进23×37269=0117073进03本个9,7进2,为17本个12本个6,6进1,为76本个8,9进2,为09本个7脑算盘清理为111,807。例23×68,194脑算盘清理为204,582。例33×94,762例43×29,507三、4乘(一)本个数位乘数0246813579本个…     

求解极限环的谱展开法

提出了一种求解自治非线性常微分方程周期解的方法－谱展开法，它直接把解形式上写成Ｆｏｕｒｉｅｒ级数，其频率和各谐波成份待定，而将原非线性微分方程问题变换成求解相应的非线性代数方程组，还以ａｖｎ ｄｅｒ Ｐｏｌ方程和神经元群平均场方程为例对该方法进行说明和讨论。     

边界拟合坐标系中的流动方程

本文提出了流体力学解析边界拟合坐标系方法，及建立在这种坐标系基础上对流动方程进行摄动处理的方法，并列举几种流动建立了解析边界拟合坐标系中的方程。     

SrFCl:Eu~(2+)晶体的电子自旋共振谱研究

用程序降温法生长了SrFCl:Eu~(2+)晶体,并测量了它的电子自旋共振谱。应用最小二乘法拟合技术对g因子及自旋哈密顿参数进行了精确拟合。报道了各向异性的g因子及有关自旋哈密顿参量。发现并归属了Eu~(2+)的高阶禁阻跃迁。