向量和矩阵乘法（Vector and matrix multiplication）

优质

小牛编辑

152浏览

2023-12-01

下表描述了向量和矩阵乘法函数:

功能	描述
dot_product(vector_a, vector_b)	此函数返回两个输入向量的标量积，其长度必须相同。
matmul（matrix_a，matrix_b）	它返回两个矩阵的矩阵乘积，它必须是一致的，即具有类似（m，k）和（k，n）的维数

Example

以下示例演示了dot产品:

program arrayDotProduct
   real, dimension(5) :: a, b
   integer:: i, asize, bsize
   asize = size(a)
   bsize = size(b)
   do i = 1, asize
      a(i) = i
   end do
   do i = 1, bsize
      b(i) = i*2
   end do
   do i = 1, asize
      Print *, a(i)
   end do
   do i = 1, bsize
      Print *, b(i)
   end do
   Print*, 'Vector Multiplication: Dot Product:'
   Print*, dot_product(a, b)
end program arrayDotProduct

编译并执行上述代码时，会产生以下结果:

1.00000000    
2.00000000    
3.00000000    
4.00000000    
5.00000000    
2.00000000    
4.00000000    
6.00000000    
8.00000000    
10.0000000    
Vector Multiplication: Dot Product:
110.000000

Example

以下示例演示了矩阵乘法:

program matMulProduct
   integer, dimension(3,3) :: a, b, c
   integer :: i, j
   do i = 1, 3
      do j = 1, 3
         a(i, j) = i+j
      end do
   end do
   print *, 'Matrix Multiplication: A Matrix'
   do i = 1, 3
      do j = 1, 3
         print*, a(i, j)
      end do
   end do
   do i = 1, 3
      do j = 1, 3
         b(i, j) = i*j
      end do
   end do
   Print*, 'Matrix Multiplication: B Matrix'
   do i = 1, 3
      do j = 1, 3
         print*, b(i, j)
      end do
   end do
   c = matmul(a, b)
   Print*, 'Matrix Multiplication: Result Matrix'
   do i = 1, 3
      do j = 1, 3
         print*, c(i, j)
      end do
   end do
end program matMulProduct

编译并执行上述代码时，会产生以下结果:

Matrix Multiplication: A Matrix
2
3
4
3
4
5
4
5
6
 Matrix Multiplication: B Matrix
1
2
3
2
4
6
3
6
9
Matrix Multiplication: Result Matrix
20
40
60
26
52
78
32
64
96