eclipse写出矩阵连乘的代码
时间: 2024-10-30 16:06:39 浏览: 7
矩阵连乘积动态规划和备忘录方法Java实现
在Eclipse中编写矩阵连乘的代码,我们可以使用Java语言,结合Apache Commons Math库,该库提供了一些高效的矩阵操作。以下是一个简单的例子,演示如何利用Apache Commons Math进行矩阵的分块乘法:
```java
import org.apache.commons.math3.linear.*;
public class MatrixMultiplication {
public static void main(String[] args) {
// 创建4x4矩阵
RealMatrix matrixA = MatrixUtils.createRealMatrix(new double[][] {
{1, 2, 3, 4},
{5, 6, 7, 8},
{9, 10, 11, 12},
{13, 14, 15, 16}
});
RealMatrix matrixB = MatrixUtils.createRealMatrix(new double[][] {
{17, 18},
{19, 20},
{21, 22},
{23, 24}
});
// 分块并计算矩阵乘积
int blockSize = 2; // 可调整子矩阵大小
RealMatrix result = blockMultiply(matrixA, matrixB, blockSize);
// 打印结果矩阵
System.out.println("Result:\n" + result);
}
private static RealMatrix blockMultiply(RealMatrix a, RealMatrix b, int blockSize) {
if (a.getRowDimension() % blockSize != 0 || b.getColumnDimension() % blockSize != 0) {
throw new IllegalArgumentException("Matrix dimensions must be divisible by the block size");
}
int rowsA = a.getRowDimension() / blockSize;
int colsA = a.getColumnDimension();
int rowsB = b.getRowDimension();
int colsB = b.getColumnDimension() / blockSize;
RealMatrix result = MatrixUtils.createRealMatrix(rowsA, colsB);
for (int i = 0; i < rowsA; i++) {
for (int j = 0; j < colsB; j++) {
for (int k = 0; k < colsA; k++) {
for (int l = 0; l < blockSize; l++) {
for (int m = 0; m < blockSize; m++) {
result.setEntry(i * blockSize + l, j * blockSize + m,
result.getEntry(i * blockSize + l, j * blockSize + m) +
a.getEntry(i * blockSize + l, k * blockSize + m) *
b.getEntry(k * blockSize + m, j * blockSize + m));
}
}
}
}
}
return result;
}
}
```
这个代码首先创建两个矩阵A和B,然后使用`blockMultiply`函数,按照指定的块大小将原矩阵拆分成小块,并分别计算每个小块的乘积,最后组合成最终的结果。
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