生成随机m行n列的随机整数矩阵,做初等行变换直至行阶梯形矩阵,java语言
时间: 2024-03-21 20:37:55 浏览: 63
C语言程序设计-产生20个[30,120]上的随机整数放入二维数组a[5][4]中,求每行元素的和.txt
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以下是Java代码实现:
```java
import java.util.Random;
public class RowReduction {
public static void main(String[] args) {
int m = 5; // 矩阵行数
int n = 6; // 矩阵列数
int[][] matrix = generateRandomMatrix(m, n); // 生成随机矩阵
System.out.println("原始矩阵:");
printMatrix(matrix);
rowReduction(matrix); // 做初等行变换
System.out.println("行阶梯形矩阵:");
printMatrix(matrix);
}
// 生成随机矩阵
public static int[][] generateRandomMatrix(int m, int n) {
int[][] matrix = new int[m][n];
Random rand = new Random();
for (int i = 0; i < m; i++) {
for (int j = 0; j < n; j++) {
matrix[i][j] = rand.nextInt(10);
}
}
return matrix;
}
// 打印矩阵
public static void printMatrix(int[][] matrix) {
for (int i = 0; i < matrix.length; i++) {
for (int j = 0; j < matrix[0].length; j++) {
System.out.print(matrix[i][j] + " ");
}
System.out.println();
}
System.out.println();
}
// 做初等行变换
public static void rowReduction(int[][] matrix) {
int lead = 0;
int rowCount = matrix.length;
int columnCount = matrix[0].length;
for (int r = 0; r < rowCount; r++) {
if (lead >= columnCount) {
return;
}
int i = r;
while (matrix[i][lead] == 0) {
i++;
if (i == rowCount) {
i = r;
lead++;
if (lead == columnCount) {
return;
}
}
}
int[] temp = matrix[r];
matrix[r] = matrix[i];
matrix[i] = temp;
int lv = matrix[r][lead];
for (int j = 0; j < columnCount; j++) {
matrix[r][j] /= lv;
}
for (int k = 0; k < rowCount; k++) {
if (k != r) {
int lv2 = matrix[k][lead];
for (int j = 0; j < columnCount; j++) {
matrix[k][j] -= lv2 * matrix[r][j];
}
}
}
lead++;
}
}
}
```
上述代码中,generateRandomMatrix() 方法用于生成随机矩阵,printMatrix() 方法用于打印矩阵,rowReduction() 方法用于做初等行变换。在 rowReduction() 方法中,我们采用高斯-约旦消元法,将矩阵转化为行阶梯形矩阵。最后,我们可以调用这些方法,生成随机矩阵并将其转化为行阶梯形矩阵。
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