我正在开展一个项目,有时候我被卡住了。
我的问题是例如我有以下2D数组包含3个不同的整数。
2 2 2 2 1
1 2 2 2 1
3 3 2 3 2
3 1 3 3 1
1 1 2 3 1
1 3 1 3 3
我想要的是找到数组中包含的任何数字的数组的最长相邻元素链。
与上面的数组一样,最长的链是数字2。
2 2 2 2
2 2 2
2
任何人都可以指导我为实现这一目标必须做些什么吗?
感谢。
答案 0 :(得分:0)
假设您的矩阵是图形,并且元素是顶点。如果它们相邻且具有相同的值,则连接两个顶点。如果您在该图表中执行任何搜索,无论是Breadth-First Search还是Depth-First Search,您都会得到您想要的内容。 HTH
答案 1 :(得分:0)
绘制比解释更容易......
2 2 2 2 1 => A A A A B => (A: 4, B: 1)
1 2 2 2 1 => C A A A B => (A: 3 + 4, B: 1 + 1, C: 1)
3 3 2 3 2 => D D A E F => (A: 1 + 7, B: 2, C: 1, D: 2, E: 1, F: 1)
3 1 3 3 1 => D G E E G => (A: 8, B: 2, C: 1, D: 2 + 1, E: 2 + 1, F: 1, G: 1)
1 1 2 3 1 => ...
1 3 1 3 3 => ...
<强>更新强>:
现在,有了一些真实的代码:
#include <stdlib.h>
#include <string.h>
#include <stdio.h>
#define ROWS 6
#define COLS 5
unsigned char eles[ROWS][COLS] = { { 2, 2, 2, 2, 1 },
{ 1, 2, 2, 2, 1 },
{ 3, 3, 2, 3, 2 },
{ 3, 1, 3, 3, 1 },
{ 1, 1, 2, 3, 1 },
{ 1, 3, 1, 3, 3 } };
struct zone {
int acu;
int row, col;
int refs;
};
typedef struct zone zone;
zone *
new_zone(int row, int col) {
zone *z = (zone *)malloc(sizeof(zone));
z->col = col;
z->row = row;
z->refs = 1;
z->acu = 0;
}
void croak (const char *str) {
fprintf(stderr, "error: %s\n", str);
exit(1);
}
void
free_zone(zone *z) {
if (z->refs != 0) croak("free_zone: reference count is not cero");
free(z);
}
zone *
ref_zone(zone *z) {
z->refs++;
return z;
}
void
unref_zone(zone *z) {
z->refs--;
if (!z->refs) free_zone(z);
}
int
main() {
zone *last[COLS];
zone *current[COLS];
zone *best = new_zone(0, 0);
int i, j;
memset(last, 0, sizeof(last));
for (j = 0; j < ROWS; j++) {
for (i = 0; i < COLS; i++) {
unsigned int ele = eles[j][i];
zone *z;
/* printf("analyzing ele: %d at row %d, col: %d\n", ele, j, i); */
if (i && (ele == eles[j][i-1])) {
/* printf(" equal to left element\n"); */
z = ref_zone(current[i-1]);
if (j && (ele == eles[j-1][i])) {
zone *z1 = last[i];
/* printf(" equal to upper element\n"); */
if (z != z1) {
int k;
/* printf(" collapsing zone %p\n", z1); */
z->acu += z1->acu;
for (k = 0; k < COLS; k++) {
if (last[k] == z1) {
last[k] = ref_zone(z);
unref_zone(z1);
}
}
for (k = 0; k < i; k++) {
if (current[k] == z1) {
current[k] = ref_zone(z);
unref_zone(z1);
}
}
}
}
}
else if (j && (ele == eles[j-1][i])) {
/* printf(" equal to upper element\n"); */
z = ref_zone(last[i]);
}
else {
/* printf(" new element\n"); */
z = new_zone(j, i);
}
z->acu++;
current[i] = z;
/* printf(" element zone: %p\n", z); */
}
for (i = 0; i < COLS; i++) {
if (j) unref_zone(last[i]);
last[i] = current[i];
if (best->acu < current[i]->acu) {
unref_zone(best);
best = ref_zone(current[i]);
/* printf("best zone changed to %p at row; %d, col: %d, acu: %d\n", best, best->row, best->col, best->acu); */
}
}
}
printf("best zone is at row: %d, col: %d, ele: %d, size: %d\n", best->row, best->col, eles[best->row][best->col], best->acu);
}
答案 2 :(得分:0)
步骤3.1-3.3应该实现为一个递归函数,它将坐标和两个数组作为参数,并返回1 +递归调用返回值的总和。
答案 3 :(得分:0)
您可以将其视为绘画应用程序中的图片。对2D数组中的每个元素执行flood-fill(除非它已被其他元素填充)并跟踪每个步骤中填充的像素数。
如果您的数组声明为
int elements[5][5];
然后引入第二个数组,告诉你是否已经填充了一个元素(如果你愿意的话,使用不同的类型,如bool
,如果你的C程序没问题的话):
int pixelFilled[5][5];
memset( pixelFilled, 0, sizeof( pixelFilled ) );
接下来,写一个递归函数,它执行泛洪填充并返回已填充的元素数量(我从头顶写这个,不能保证这个函数按原样工作):
int floodFill( int x, int y ) {
int filledPixels = 0;
if ( !pixelFilled[x][y] ) {
++filledPixels;
pixelFilled[x][y] = 1;
}
if ( x < 4 && elements[x+1][y] == elements[x][y])
filledPixels += floodFill( x + 1, y );
if ( x > 0 && elements[x-1][y] == elements[x][y] )
filledPixels += floodFill( x - 1, y );
if ( y < 4 && elements[x][y+1] == elements[x][y])
filledPixels += floodFill( x, y + 1 );
if ( y > 0 && elements[x][y-1] == elements[x][y])
filledPixels += floodFill( x, y - 1 );
return filledPixels;
}
最后,迭代你的数组并尝试完全填充它。跟踪最大的填充阵列:
int thisArea = 0;
int largestArea = 0;
int x, y;
for ( y = 0; y < 5; ++y ) {
for ( x = 0; x < 5; ++x ) {
thisArea = floodFill( x, y );
if (thisArea > largestArea ) {
largestArea = thisArea;
}
}
}
现在,largestArea
应该包含相邻元素最长链的大小。
答案 4 :(得分:0)
我喜欢这种问题:-)所以这是我的答案。
正如Frerich Raabe所说,这可以通过floodFill函数来解决。例如,opencv
库将提供现成的功能。
请原谅我,如果在下面的代码中你会发现C ++的痕迹,以防它们更容易被替换。
typedef struct Point {
int x;
int y;
} Point;
int areaOfBiggestContiguousRegion(int* mat,int nRows, int nCols) {
int maxArea = 0;
int currValue, queueSize, queueIndex;
int* aux;
Point queue[1000]; //Stores the points I need to label
Point newPoint, currentPoint;
int x,y,x2,y2;
//Code: allocate support array aux of same size of mat
//Code: fill aux of zeros
for (y = 0; y < nRows; y++)
for (x = 0; x < nCols; x++)
if (aux[y * nCols + x] == 0) {//I find a pixel not yet labeled, my seed for the next flood fill
queueIndex = 0; //Contains the index to the next element in the queue
queueSize = 0;
currValue = mat[y * nCols + x]; //The "color" of the current spot
aux[y * nCols + x] = 1;
newPoint.x = x;
newPoint.y = y;
queue[queueSize] = newPoint;
queueSize++;
while(queueIndex != queueSize) {
currPoint = queue[queueIndex];
queueIndex++;
//Look left, right, up, down
x2 = currPoint.x - 1;
y2 = currPoint.y;
//Some copy & paste, sorry I have been too long on C++ to remember correctly about C functions
if (x2 >= 0 && aux[y2 * nCols + x2] == 0 && mat[y2 * nCols + x2] == currValue) {
aux[y2 * nCols + x2] = 1;
newPoint.x = x2;
newPoint.y = y2;
queue[queueSize] = newPoint;
queueSize++;
}
x2 = currPoint.x + 1;
y2 = currPoint.y;
//Some copy & paste, sorry I have been too long on C++ to remember correctly about C functions
if (x2 < nCols && aux[y2 * nCols + x2] == 0 && mat[y2 * nCols + x2] == currValue) {
aux[y2 * nCols + x2] = 1;
newPoint.x = x2;
newPoint.y = y2;
queue[queueSize] = newPoint;
queueSize++;
}
x2 = currPoint.x;
y2 = currPoint.y - 1;
//Some copy & paste, sorry I have been too long on C++ to remember correctly about C functions
if (y2 >= 0 && aux[y2 * nCols + x2] == 0 && mat[y2 * nCols + x2] == currValue) {
aux[y2 * nCols + x2] = 1;
newPoint.x = x2;
newPoint.y = y2;
queue[queueSize] = newPoint;
queueSize++;
}
x2 = currPoint.x;
y2 = currPoint.y + 1;
//Some copy & paste, sorry I have been too long on C++ to remember correctly about C functions
if (y2 < nRows && aux[y2 * nCols + x2] == 0 && mat[y2 * nCols + x2] == currValue) {
aux[y2 * nCols + x2] = 1;
newPoint.x = x2;
newPoint.y = y2;
queue[queueSize] = newPoint;
queueSize++;
}
} //while
if (queueSize > maxArea)
maxArea = queueSize; //If necessary we could store other details like currentValue
}//if (aux...
return maxArea;
}
注意:在C ++中使用std容器和Point
的构造函数,它变得更加紧凑