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Rough Set Theory

Rough Set TheoryIn the face of increasing databases, how can people find useful knowledge from these vast data? How can we refine what we have learned? What is a rough line description of a thing? What is a thin line description? Rough set theory answers the above questions. To understand the idea of rough set theory, we must first understand what is knowledge? Assume that eight blocks constitute a set, a = {x1, x2, X3, X4, X5, X6, X7, X8 }, each bl

PHP Infinite Cache class Extension _php tutorial

;tempcode[] = "?>"; $content = implode ("\ n", $this->tempcode); Print_r ($this->tempcode); $content = implode ("\ n", $this->tempcode); Create a file $fio =factory::getbaseclass (' FileIO '); if ($this->is_utf8) $content = "\XEF\XBB\XBF". $content; $fio->writefile ($this->createfilename, $content); return $content; } } The loaded file is for the database connection Requires a databa

Php unlimited cache class extension _ php skills

"]). "';"; // Id string of the parent id $ This-> tempCode [] = "\ $ {$ This-> createArrayName} ['{$ result [$ I] [$ this-> idStr]}'] ['pstr'] = '". $ this-> getPidStr ($ result [$ I] ["$ this-> idStr"]). "';"; // Added additional attributes Foreach ($ this-> appendArr as $ app) { If (emptyempty ($ app) continue; $ This-> tempCode [] = "\ $ {$ This-> createArrayName} ['{$ result [$ I] [$ this-> idStr]}'] ['{$ app}'] = '{ $ result [$ I] ["{$ app}"]} '; "; } } $

Php unlimited cache class Extension

}'] = '{ $ result [$ I] ["{$ app}"]} '; ";}}$ This-> tempCode [] = "return \$ {$ this-> createArrayName };";$ This-> tempCode [] = "?> ";// $ Content = implode ("\ n", $ this-> tempCode );// Print_r ($ this-> tempCode );$ Content = implode ("\ n", $ this-> tempCode );// Create a file$ Fio = Factory: getBaseClass ('fileio ');If ($ this-> is_utf8) $ content = "\ xEF \ xBB \ xBF". $ content;$ Fio-> writeFile (

Bcache for accelerating cache for linux Block devices

device can be used as a cache for multiple devices and can dynamically add or delete a cache when the device is running. 2. Abnormal shutdown and recovery. The write is completed only after the data is written to the disk in the cache. 3. Correctly handle write blocking and brush cache 7/25/12 random test SSD disk is Intel 160g mlc ssd, that is, Intel SSDSA2M160. FIO is used as a performance test. The test script is as follows:

PHP Unlimited cache class extension _php tips

};"; $this->tempcode[] = "?>"; $content = implode ("\ n", $this->tempcode); Print_r ($this->tempcode); $content = implode ("\ n", $this->tempcode); Create a file $fio =factory::getbaseclass (' FileIO '); if ($this->is_utf8) $content = "\XEF\XBB\XBF". $content; $fio->writefile ($this->createfilename, $content); return $content; } } The file is loaded so that the database is connected Need a data

Performance Test (performance)

Server performance test is mainly for Cpu,memory,io three aspects of testing Geekbench is mainly used to measure CPU and memory performance, user verification is required before use The stream is tested for memory bandwidth and supports four operations: Copy scale add Triad, where Traid is the first three cases integrated Test tool: Geekbench Stream Fio Test key records: Interger Score (Geekbench) Singlemulti Triad (Stream), RR (Random Read) RW (

Determining the positional relationship (intersection) between two line segments in a plane and solving the intersection

point of the first line segment, P2 (X2, Y2) it is the end point of the first line segment, P3 (X3, Y3) is the start point of the second line segment, and P4 (X4, Y4) is the end point of the second line segment. Therefore, two vectors can be constructed: V1 (x2-x1, y2-y1), V2 (x4-x3, y4-y3) If the outer product V1 x V2 of V1 and V2 is 0, the two line segments are parallel, and some overlap may

Poj 1410 intersection between rectangle and Line Segments

[Cpp]# Include # Include # Include # Include Using namespace std;Struct point{Int x, y;};Int xj (point x1, point x2, point x3, point x4) // intersection is 1, not 0{If (min (x1.x, x2.x)> max (x3.x, x4.x) | min (x1.y, x2.y)> max (x3.y, x4.y)| Min (x3.x, x4.x)> max (x1.x, x2.x) | min (

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

Ema algorithm C # implementation

Ema represents the exponential smoothing moving average, and its function is defined as Y = EMA (x, n) Then y = [2 * x + (N-1) * y']/(n + 1), where y' indicates the value of Y in the previous cycle. Calculate the n-day exponent smoothing moving average of X. The true formula is: the average value of the index on the current day = the smoothing coefficient * (the exponent value on the current day-the average value of the yesterday's index) + the average value of the yesterday's index; smoothing c

Interpolation Algorithm: Laplace Interpolation

, but it is not easy to use the direct method. Now, we can try another way. This is: the Laplace polynomial. 3. The structure of the Laplace polynomial, with four points as an Example Since the function goes through four points (x0, y0), (x1, Y1), (X2, Y2), (X3, Y3), you can set the function: F (x) = b0 (x) * y0 + B1 (x) * Y1 + B2 (x) * y2 + B3 (x) * Y3 Note: B0 (x),..., B3 (x) are all three polynomials of X, called the Laplace Interpolation Basis

0-1 integer programming and implicit enumeration-feeling the charm of pruning

enumerate, to see if all of the pins are selected, then the enumeration of {0, ..., 0} to {1, ..., 1}, which requires 2 of the n-th-exponent. Obviously, when n is large, the efficiency of this approach is very low. The implicit enumeration method introduced in this paper can improve the efficiency of solving the optimal solution.The so-called implicit enumeration method, in the literal sense, is to implicitly remove some cases that do not require enumeration, and from an example, the steps of t

NYOJ question 68 three-point Sequence

Three-point SequenceTime Limit: 1000 MS | memory limit: 65535 KBDifficulty: 3DescriptionThe coordinates of the three non-collocated vertices A, B, and C must be A triangle. Now let you determine the coordinates of A, B, is C provided clockwise or counterclockwise? For example: Figure 1: clockwise Figure 2: counter-clockwise InputEach row is A set of test data, with six integers x1, y1, x2, y2, x3, and y3 representing the horizontal and vertical coo

The method of realizing ImageView picture parabola animation effect by Android programming _android

* @param imageview/private void Startanimation (final ImageView ImageView) of the image to start animation {KEYFR ame[] keyframes = new Keyframe[count]; Final float Keystep = 1f/(float) count; float key = Keystep; for (int i = 0; i The call is very simple: startanimation (ImageView) can, Propertyvaluesholder, and so on their own look at the information. An algorithm for solving the parabolic equation with the known parabola three points is attached: Package com.freesonfis

VC use recursive method to draw fractal graph

Fractal geometry is a new subject in the field of mathematics, if each element of the graph is deformed according to some rules, the new figure is obtained, and so on, the graph obtained after several times of deformation is fractal shape. The couch curve is the most typical fractal shape: To transform a line segment according to Figure 1, get figure 1, and then the figure 1 of each line in Figure 1 of the line transformation to get figure 2, and so on, 6 times to transform to get figure 6, i

Female functions and related algorithm problems

The female function is a generating function, so a polynomial function g (x) is constructed, so that the N-square coefficient of x is f (n), which is an important theory and tool in combinatorial mathematics, especially in counting.(1+a1x) (1+A2X) (1+a3x) ... (1+anx) =1+ (A1+a2+a3+...+an) x+ (a1a2+a1a3+...+an-1an) x2+...+ (a1a2a3*...*an) xnFrom this we can see:1. The coefficient of x is a1,a2,... an individual combination of the whole. Equivalent from A1,a2,... an select 1 to combine, then add t

R language Visualization

# #数据获取X1=round (runif (100,min=80,max=100))X2=round (Rnorm (100,mean=80, sd=7))X3=round (Rnorm (100,mean=80,sd=18))X3[which (x3>100)]=100Num=seq (2005138101,length=100)X=data.frame (NUM,X1,X2,X3)Write.table (x, "Grade.txt")# #数据分析Y=read.table ("Grade.txt")Mean (y)Colmeans (y)Colmeans (Y) (C ("x1", "X2", "

BP neural Network and its application in teaching quality evaluation

network,Into the layer, the cycle, until the error reaches the desired minimum, that the network training success. After that, we can use the trained network to deal with the new teaching quality index and get the accurate evaluation result of teaching quality.The BP neural network logical structure diagram is as follows:2. Application of BP neural network teaching quality evaluation ModelTeaching Evaluation Index (scoring range of each indicator 0-10): x1: Paragon, affect the students by their

Algorithm learning-view PageRank algorithm from gambling games

For example, Party A, Party B, and Party C each have a cost of 100 yuan. Based on the above-mentioned winning/losing relationship, let's play with it: A lost 50 yuan to B and 50 yuan to CB lost 100 yuan to CC lost 100 yuan to If you just play, it's easy to figure out who winsBut what would they do if they kept the winning or losing relationship and the winning money was invested in another round of gambling? We can write a single machineProgramLook, for ease of computing,

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