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Algorithm Given are P training pairs {X1,d1,X2,d2....Xp,dp}, where Xi is (n*1) di is (n*1) No of Categories=R. i=1,2,...P Yi= Augmented input pattern( obtained by appending 1 to the input vector) i=1,2,…P In the following, k denotes the training step and p denotes the step counter within the training cycle Step 1: c>0 , Emin is chosen, Step 2: Weights are initialized at w at small values, w is (n+1)*1. Counters and error are initialized. k=1,p=1,E=0 Step 3: The training cycle begins here. Input is presented and output computed: Y=Yp, d=dp Oi=f(wtY) for i=1,2,….R Step 4: Weights are updated: wi=wi+1/2c(di-oi)Y for i=1,2,…..R. Step 5: Cycle error is computed: E=1/2(di-oi)2+E for i=1,2,…..R. Step 6: If p<P then p=p+1,k=k+1, and go to Step 3: Otherwise go to Step 7. Step 7: The training cycle is completed. For E=0,terminate the training session. Outputs weights and k. If E>0,then E=0 ,p=1, and enter the new training cycle by going to step 3.

A simple PSNR calculator that might be handy in measuring the PSNR between two frames in a video. Typically used in measuring the distortion when videos are encoded and decoded.

this application describes method of stitching it stitch two image by method resolution

纯弯构件受力分析，曲率-弯矩关系，荷载-挠度关系。(Pure bending component stress analysis, curvature- the moment the relationship between the load- deflection relationship.)

用GA实现风电场静态载荷优化，给出了完整的例子(GA to achieve a wind farm with a static load optimization, gives a complete example)

labview与matlab实现的混合编程实例。mathscirpt编写的程序(LabVIEW and Matlab the mixed programming examples achieve. the written in mathscirpt program)

说明：  用节约里程法求解VRP问题，带有实例，可运行。(The VRP Problem is solved by mileage saving method, with examples, which can be operated.)

《navigaiton signal processing for gnss》一书的源代码，对于gps开发非常实用(《Navigaiton signal processing for gnss》 books source code, very useful for the development gps)

说明：  四种支持向量机用于函数拟合与模式识别的MATLAB示例程序.(Four support vector machines for pattern recognition function fitting with MATLAB examples of procedures.)

This is a Simple program to illustrate the working of Cognitive radio