java – 如何在矩阵中找到最短路径
作者:互联网
我在JAVA中有一个问题,无论我多久尝试考虑解决方案,我都无法解决:
有一个矩阵,我需要找到从Mat [0] [0]到矩阵右下角的最短路径,如果其中的数字大于,我只能进入相邻的正方形(没有对角线).我现在正在那个人.
For example:
0 1 2 3 4
0 { 5 13 2 5 2
1 58 24 32 3 24
2 2 7 33 1 7
3 45 40 37 24 70
4 47 34 12 25 2
5 52 56 68 76 100}
所以一个有效的解决方案是:
(0,0) – >(0,1) – >(1,1) – >(2,1) – >(2,2) – >(2,3) – >(3 ,1) – >(3,0) – >(0,4) – >(0,5) – >(5,1) – >(5,2) – >(5,3 ) – >(5,4)
并且该方法将返回14,因为这是最短的路径.
我只能使用递归方法(没有循环).
这是我到目前为止所提出的,但我不知道如何找出哪个是最短的.
Public static int shortestPath(int[][]mat)
{
int length=0;
int i=0;
int j=0;
shortestPath(mat, length, i, j);
}
Private static int shortestPath(int[][]math, int length, int i, int j)
{
if((i==mat.length)||(j==mat[i].length))
return length;
if(shortestPath(mat, length, i+1, j) > shortestPath(mat, length, i, j))
return length +1;
if(shortestPath(mat, length, i, j+1) > shortestPath(mat, length, i, j))
return length +1;
if shortestPath(mat, length, i-1, j) > shortestPath(mat, length, i, j))
return length +1;
if shortestPath(mat, length, i, j-1) > shortestPath(mat, length, i, j))
return length +1;
}
我不确定这是否是这样做的方式,如果是:我怎么知道哪种方法最短,因为现在它会返回所有可能的方式并将它们加在一起(我认为).
另外,我想我应该添加一些关于到达矩阵右下角的东西.
代码不应该太复杂.
解决方法:
我不确定进入下一个最小值的方法是否最短,但无论如何:
public class Pathfinder {
private int[][] matrix;
private int matrixLenghtI;
private int matrixLenghtJ;
public Pathfinder(int[][] matrix, int matrixLenghtI, int matrixLenghtJ) {
this.matrix = matrix;
this.matrixLenghtI = matrixLenghtI;
this.matrixLenghtJ = matrixLenghtJ;
}
public static void main(String[] args) {
int matrixLenghtI = 6;
int matrixLenghtJ = 5;
int[][] matrix1 = { { 3, 13, 15, 28, 30 }, { 40, 51, 52, 29, 30 }, { 28, 10, 53, 54, 54 },
{ 53, 12, 55, 53, 60 }, { 70, 62, 56, 20, 80 }, { 80, 81, 90, 95, 100 } };
int[][] matrix2 = { { 5, 13, 2, 5, 2 }, { 58, 24, 32, 3, 24 }, { 2, 7, 33, 1, 7 }, { 45, 40, 37, 24, 70 },
{ 47, 34, 12, 25, 2 }, { 52, 56, 68, 76, 100 } };
Pathfinder finder1 = new Pathfinder(matrix1, matrixLenghtI, matrixLenghtJ);
finder1.run();
Pathfinder finder2 = new Pathfinder(matrix2, matrixLenghtI, matrixLenghtJ);
finder2.run();
}
private void run() {
int i = 0;
int j = 0;
System.out.print("(" + i + "," + j + ")");
System.out.println("\nLength: " + find(i, j));
}
private int find(int i, int j) {
int value = matrix[i][j];
int[] next = { i, j };
int smallestNeighbour = 101;
if (i > 0 && matrix[i - 1][j] > value) {
smallestNeighbour = matrix[i - 1][j];
next[0] = i - 1;
next[1] = j;
}
if (j > 0 && matrix[i][j - 1] < smallestNeighbour && matrix[i][j - 1] > value) {
smallestNeighbour = matrix[i][j - 1];
next[0] = i;
next[1] = j - 1;
}
if (i < matrixLenghtI - 1 && matrix[i + 1][j] < smallestNeighbour && matrix[i + 1][j] > value) {
smallestNeighbour = matrix[i + 1][j];
next[0] = i + 1;
next[1] = j;
}
if (j < matrixLenghtJ - 1 && matrix[i][j + 1] < smallestNeighbour && matrix[i][j + 1] > value) {
smallestNeighbour = matrix[i][j + 1];
next[0] = i;
next[1] = j + 1;
}
System.out.print("->(" + next[0] + "," + next[1] + ")");
if (i == matrixLenghtI - 1 && j == matrixLenghtJ - 1)
return 1;
return find(next[0], next[1]) + 1;
}
}
输出:
(0,0)->(0,1)->(0,2)->(0,3)->(1,3)->(1,4)->(2,4)->(3,4)->(4,4)->(5,4)->(5,4)
Length: 10
(0,0)->(0,1)->(1,1)->(1,2)->(2,2)->(3,2)->(3,1)->(3,0)->(4,0)->(5,0)->(5,1)->(5,2)->(5,3)->(5,4)->(5,4)
Length: 14
标签:java,recursion,matrix,shortest-path 来源: https://codeday.me/bug/20190702/1353608.html