This code defines a function mat_add
that adds three matrices A
, B
, and C
.
def mat_add(A,B,C):
if(len(A)==len(B) and (len(B)==len(C)) and (len(A[0])==len(B[0])) and (len(B[0])==len(C[0]))):
for i in range(len(A)):
for j in range(len(A[0])):
A[i][j]=A[i][j]+B[i][j]+C[i][j]
return A
else:
return -1
A=[[1,2,3],[1,2,3],[2,4,6]]
B=[[1,2,3],[1,2,3],[2,4,6]]
C=[[1,2,3],[1,2,3],[2,4,7]]
x=mat_add(A,B,C)
print(x)
Here’s a line-by-line explanation of the function :
def mat_add(A, B, C):
This line defines a function named mat_add
that takes three inputs: matrices A
, B
, and C
.if(len(A) == len(B) and len(B) == len(C) and len(A[0]) == len(B[0]) and len(B[0]) == len(C[0])):
The function checks whether the three matrices have the same number of rows and the same number of columns. If they do, the function will proceed to add them together.for i in range(len(A)):
If the matrices have the same dimensions, this line starts a loop that goes through each row of the matrices.for j in range(len(A[0])):
Inside the first loop, this line starts another loop that goes through each column within the current row.A[i][j] = A[i][j] + B[i][j] + C[i][j]:
For each element in the matrix, this line adds the corresponding elements from matrices B
and C
to the element in matrix A
. This updates the value of A[i][j]
with the sum of the three matrices’ elements at that position.return A:
After all the elements have been added, the function returns the modified matrix A
, which now contains the sum of the original matrices.else:
If the dimensions of the matrices do not match, the function moves to this line.return -1:
If the matrices don’t have the same dimensions, the function returns -1
to indicate an error.
Example :
Let’s define three matrices, A
, B
, and C
:
Matrix A
is [[1, 2, 3], [1, 2, 3], [2, 4, 6]]
Matrix B
is [[1, 2, 3], [1, 2, 3], [2, 4, 6]]
Matrix C
is [[1, 2, 3], [1, 2, 3], [2, 4, 7]]
When the function mat_add(A, B, C)
is called, it first checks if the dimensions of all three matrices match. In this case, they do. The function then proceeds to add the corresponding elements from matrices B
and C
to each element in matrix A
and returns the resulting matrix.
The resulting matrix after adding these matrices together would be:
[[3, 6, 9], [3, 6, 9], [6, 12, 19]]
For instance, the element in the third row and third column of the resulting matrix is calculated as 6 + 6 + 7 = 19
.