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BP neural network algorithm (2)

Double x1 [hidenode]; // hidden node status value Double x2 [outnode]; // output node status value Double o1 [hidenode]; // activation value of the Hidden Layer Double o2 [hidenode]; // output layer activation Value For (int isamp = 0; isamp { For (int I = 0; I X [I] = p [isamp] [I]; For (I = 0; I Yd [I] = t [isamp] [I]; // Construct the input and output standards for each sample For (int j

HDU 3265 (rectangle area and-split rectangle)

PostersProblem DescriptionThere are a lot of posters, each of which is subtracted from a rectangle (which may be totally subtracted). Now we have given the positions of no posters, asking for their area and.Ensure that the coordinates are between (0, 0) and (50000,500 00. No posters are hashed, and the side of the rectangle subtracted is parallel to the x and Y axes.InputThere is a lot of data.For each group of data, the first row has an integer N (0 The data ends with 0. OutputOutput a row of

1743: Solution equation

1743: Solution Equation descriptionA group of Ultraman defeated a group of small monsters, known all Ultraman have X1 head, y1 leg (mutation Ultraman), all the small monsters have x2 head, y2 leg. Battlefield on a total Q head, W leg, asked how many Ultraman, how many small monsters?InputThe input data has several groups each group contains 6 positive integers, respectively, x1,y1,x2,y2,q,w; (0OutputThe out

POJ 3126-prime Path (BFS)

Title Address: POJ 3126Test instructions: give you two 4-bit is a prime number positive integer n,m, each time can change a Chichong bit in one of the numbers (the change is also prime, ask at least how many times the change n can become m, if not output impossible (Wo feel that there is no case of non-establishmentIdea: Change one at a time, then search it out.#include #include #include #include #include #include #include #include #include #include #include #pragma COMMENT (linker, "/stack:1024

Thinking: matrix and transformation, and the use of matrix in DirectX and OpenGL: Left multiplication/right multiplication, row precedence/column precedence ,...

Thinking: matrix and transformation, and the application of matrix in DirectX and OpenGL 1. Matrix and linear transformation: one-to-one correspondence A matrix is a tool used to represent linear transformations. It corresponds to linear transformations one by one.Consider linear transformation:A11 * x1 + a12 * x2 +... + a1n * xn = x1'A21 * x1 + a22 * x2 +... + a2n * xn =

[Translation] Bayesian Interpolation

following example shows that the result is very interesting: This method is only exploratory and empirical. It may be wrong from a strict mathematical model. However, the results in actual use are good enough, and this method only requires the minimum amount of computing. The following code is used to draw the image of the lion above. These codes are not optimized and are only used for demonstration. Some variables are calculated twice. In the actual program, if the same variab

How to Implement SVM (2)

α 2 = α 02 + y2 (E1-E2 )/ Unless the kernel function K does not meet the Mercer condition (that is, it cannot be used as the kernel function), there will be no negative value in the kernel function. But 0 = 0 can occur. In this case, we calculate the values of the two endpoints of the target function online segment, and correct the Laplace multiplier to the endpoint with a small target function: F1 = Y1 (E1 + B)-α 1k (X1, X1)-S α 2 k (X1, X1) F2 = Y2 (E2 + B)-S α 1k (X1,

Group Competition 56 (B, E, G, K)

Portal: http://acm.hust.edu.cn: 8080/judge/contest/view. Action? Cid = 12255 # OVERVIEW When I started reading question a, I thought it was a simple deep search... The K-question lightoj 1414 calculates the number of months in a given year, that is, the number of years in a leap. Based on the formula used to calculate the leap year, we can release it. R/4-r/100 + R/400-(L/4-L/100 + L/400 ). Then judge the beginning and end. if(strcmp(month2,"January")==0||(strcmp(month2,"February")==0)d

Ultraviolet A Problem Solution: 10267-Graphical Editor

% = queue_max; Return E; } /*------------------------------------------------*/ Char bitmap [Max] [Max]; Int xmax, Ymax; Void handle_c (char Param []) { Int y; Memset (bitmap, 'O', Max * max ); For (y = 1; y Bitmap [y] [xmax + 1] = '/0 '; } Void handle_ I (char Param []) { Sscanf (Param, "% d", xmax, Ymax ); Handle_c (PARAM ); } Void handle_l (char Param []) { Int X, Y, C; Sscanf (Param, "% d % C", X, Y, C ); Bitmap [y] [x] = C; } Void handle_v (char Pa

ACM 1175 serialization

array is the number of turns of a path at this point, if (hash [x] [Y]> = now. turn) Q. push (now); note that the points that can be connected do not disappear, so each query statement is independent. (I think of it as a real continuous view, and the result is wa 10 times.) # include Int map [1001] [1001]; Int B [4] [2] = {-}, {0,-1 }}; Int x1, x2, Y1, Y2; Int n, m; Int visited [1001] [1001]; Typedef struct { Int X; Int y; Int count; } Node; Node pas

Machine learning– 2nd week

an index of the training set instead of the X 2, this 2 corresponds to the second line in the table you see, my Second training sample x Superscript (2) This means that it is a four-dimensional vector in fact more generally this is the N-Dimension vector with this notation x superscript 2 is a vector so I use x superscript (i) subscript J to represent the first I training sample, J features so specifically x superscript ( 2) Subscript 3 represents the 3rd feature in the 2nd t

Encoding and cropping Algorithm

Encoding and cropping AlgorithmDraw a window with any color, draw a line segment with a color, and crop the line segment using the encoding cropping algorithm. The cropping process must be demonstrated. The image before cropping should be drawn. When any button is pressed, the cropping result should be drawn. Use TC to open the source program:# Include # Include # Define LEFT 1# Define RIGHT 2# Define BOTTOM 4# Define TOP 8# Define FALSE 0# Define TRUE 1Void Line_Clipping (x1, y1,

String truncation Method for Solving Equations

/* Solve the equation micro_lee using the string truncation method */ # Include # Include # Include Void asterisk_triangle (int n ); Float F (float X){Return x * (X-5) + 16)-80;} Float xpoint (float X1, float x2){Return (x1 * F (X2)-X2 * F (X1)/(f (X2)-f (X1 ));} Float root (float X1, float

"Csu_bmw officially set up commemorative competition" solution report

represents an arbitrary integer, it is irrelevant to the known amount of the question, according to some theorem, we can know that the number of Integer Solutions for this equation is much smaller than N in the question. Therefore, when we use O (n) Time to pre-process the possible locations of OA and ob, the enumeration and Judgment time is negligible, therefore, the overall complexity of the algorithm is O (n. After analysis, we can find that the enumerated positions are repeated once. Ther

Hdoj 1892 (two-dimensional tree array)

is an integer T (1 For each test case, in the first line there is an integer Q (1 There are 4 kind of queries, sum, add, delete and move. For example: S X1 Y1 X2 Y2 means you shoshould tell me the total books of the rectangle used (x1, Y1)-(X2, Y2) as the diagonal, including the two points. A X1 Y1 N1 means I put N1 books on the position (x1, Y1) D X1 Y1 N1 means I move away N1 books on the position (x1, Y

Common probability distribution types and features

certain number of impacts, and the impact meets three conditions:(1) The number of times of product impact is independent of each other within two non-overlapping time intervals;(2) chances of two or more impacts within a sufficiently small interval are negligible;(3) The average number of times of an impact within a unit of time λ (λ> 0) does not change with time, that is, the average number of times of an impact occurs within the time interval △t, it has nothing to do with the starting point

Crect (region) in MFC)

Write a crect class to indicate a rectangle. The member variables of this rectangle class are x1, Y1, X2, Y2, And the coordinates in the upper left corner and lower right corner of the rectangle. Complete the following member functions:1. crect (); // constructor without Parameters2. crect (double X1 _, double Y1 _, double X2 _, double Y2 _); // constructor with four parameters (coordinates in the upper lef

Bridge? A common design pattern in GIS Secondary Development

.createcustomtool rulertoolid, mitooltypeline, misizeallcursor Then, write the Variable Distance code in the mousemove event: If Button = 1 and map1.currenttool = rulertoolid thenDim X2 as doubleDim Y2 as doubleMap1.convertcoord X, Y, X2, Y2, miscreentomapSbstatusbar. simpletext = map1.distance (mousedownx1, mousedowny1, X2, Y2)End if Finally, write the fina

Pass the note.

] 3 30 3 92 8 55 7 0 sample Output 1[copy] 34 LimitEach test point 1sTipsLimit30% of the data meet: 1100% of the data meet: 1SourceThe third problem of NOIp2008 raising groupMulti-process DP ratio "three blocks of squares" still less than one dimension1#include 2 using namespacestd;3 inta[ -][ -];4 intn,m;5 intf[ $][ -][ -];//F[STEP][X1][X2] indicates that the first step two times the horizontal axis goes to X1 and

Poj 3695-rectangles Rectangular Cut

Rectangles Time Limit: 2000MS Memory Limit: 65536K Total Submissions: 3846 Accepted: 1124 DescriptionYou is developing a software for painting rectangles in the screen. The software supports drawing several rectangles and filling some of them with a color different from the color of the BAC Kground. You is to implement an important function. The function answer such queries as

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