Program to Check Whether a Matrix is Diagonal or Not

Python Program to Check Whether a Matrix is Diagonal or Not

In the previous article, we have discussed Python Program to Find Square of a Matrix

Given a matrix and the task is to check if the given matrix is diagonal or not in Python.

What is a matrix:

A matrix is a rectangular sequence of numbers divided into columns and rows. A matrix element or entry is a number that appears in a matrix.

Diagonal Matrix:

The entries outside the main diagonal of a diagonal matrix are all 0; the word usually refers to square matrices.

Example:

Above is the matrix which contains 5 rows and 4 columns and having elements from 1 to 20.

In this order, the dimensions of a matrix indicate the number of rows and columns.

Here as there are 5 rows and 4 columns it is called a 5*4 matrix.

Examples:

Example1:

Input:

Given Matrix : 
3 0 0
0 1 0
0 0 2

Output:

The Matrix given is a diagonal Matrix.

Example2:

Input:

Given Matrix : 
1 2 3 
6 5 4 
7 8 9

Output:

The Matrix given is not a diagonal Matrix.

Program to Check Whether a Matrix is Diagonal or Not in Python

Below are the ways to check if the given matrix is diagonal or not in Python:

Method #1: Using For Loop (Static Input)

Approach:

  • Give the matrix as static input and store it in a variable.
  • Calculate the number of rows of the given matrix by calculating the length of the nested list using the len() function and store it in a variable mtrxrows.
  • Calculate the number of columns of the given matrix by calculating the length of the first list in the nested list using the len() function and store it in a variable mtrxcolums.
  • Take a variable say tempo and initialize its value to zero.
  • Loop till the given number of rows using the For loop.
  • Inside the For loop, Iterate till the given number of columns using another Nested For loop(Inner For loop).
  • Check if the condition n is not equal to m and gvnmatrix[n][m] not equal to 0 using the if conditional statement where n is the iterator value of the parent For loop and m is the iterator value of the inner For loop.
  • If the statement is true, then make the value of tempo as 1.
  • Break the statement and come out of the loop.
  • Check if the value of tempo is equal to 1 using the if conditional statement.
  • If the statement is true, then print “The Matrix given is not a diagonal Matrix.”
  • Else print “The Matrix given is a diagonal Matrix.”
  • The Exit of the Program.

Below is the implementation:

# Give the matrix as static input and store it in a variable.
mtrx = [[3, 0, 0], [0, 1, 0], [0, 0, 2]]
# Calculate the number of rows of the given matrix by
# calculating the length of the nested list using the len() function
# and store it in a variable mtrxrows.
mtrxrows = len(mtrx)
# Calculate the number of columns of the given matrix by
# calculating the length of the first list in the nested list
# using the len() function and store it in a variable mtrxcols.
mtrxcols = len(mtrx[0])
# Take a variable and initialize its value to zero.
tempo = 0
# To print all the elements of the given matrix.
# Loop till the given number of rows using the For loop.
for n in range(mtrxrows):
        # Inside the For loop, Iterate till the given number of columns using another
        # Nested For loop(Inner For loop).
    for m in range(mtrxcols):
        # Check if the condition n is not equal to m and gvnmatrix[n][m] not equal to 0 using the
        # if conditional statement where n is the iterator value of the parent For loop and m
        # is the iterator value of the inner For loop.
        if n != m and mtrx[n][m] != 0:
           # If the statement is true, then make the value of tempo as 1.
            tempo = 1
       # Break the statement and come out of the loop.
            break
# Check if the value of tempo is equal to 1 using the if conditional statement.
if tempo == 1:
  # If the statement is true, then print "The Matrix given is not a diagonal Matrix."
    print("The Matrix given is not a diagonal Matrix.")
else:
  # Else print "The Matrix given is a diagonal Matrix."
    print("The Matrix given is a diagonal Matrix.")

Output:

The Matrix given is a diagonal Matrix.

Method #2: Using For loop (User Input)

Approach:

  • Give the number of rows of the matrix as user input using the int(input()) function and store it in a variable.
  • Give the number of columns of the matrix as user input using the int(input()) function and store it in another variable.
  • Take a list and initialize it with an empty value using [] or list() to say gvnmatrix.
  • Loop till the given number of rows using the For loop
  • Inside the For loop, Give all the row elements of the given Matrix as a list using the list(),map(),int(),split() functions and store it in a variable.
  • Add the above row elements list to gvnmatrix using the append() function.
  • Take a variable say tempo and initialize its value to zero.
  • Loop till the given number of rows using the For loop.
  • Inside the For loop, Iterate till the given number of columns using another Nested For loop(Inner For loop).
  • Check if the condition n is not equal to m and gvnmatrix[n][m] not equal to 0 using the if conditional statement where n is the iterator value of the parent For loop and m is the iterator value of the inner For loop.
  • If the statement is true, then make the value of tempo as 1.
  • Break the statement and come out of the loop.
  • Check if the value of tempo is equal to 1 using the if conditional statement.
  • If the statement is true, then print “The Matrix given is not a diagonal Matrix.”
  • Else print “The Matrix given is a diagonal Matrix.”
  • The Exit of the Program.

Below is the implementation:

# Give the number of rows of the matrix as user input using the int(input()) function
# and store it in a variable.
mtrxrows = int(input('Enter some random number of rows of the matrix = '))
# Give the number of columns of the matrix as user input using the int(input()) function
# and store it in another variable.
mtrxcols = int(input('Enter some random number of columns of the matrix = '))
# Take a list and initialize it with an empty value using [] or list() to say gvnmatrix.
mtrx = []
# Loop till the given number of rows using the For loop
for n in range(mtrxrows):
    # Inside the For loop, Give all the row elements of the given Matrix as a list using
    # the list(),map(),int(),split() functions and store it in a variable.
    l = list(map(int, input(
        'Enter {'+str(mtrxcols)+'} elements of row {'+str(n+1)+'} separated by spaces = ').split()))
    # Add the above row elements list to gvnmatrix using the append() function.

    mtrx.append(l)
    
# Take a variable say tempo and initialize its value to zero.
tempo = 0
# To print all the elements of the given matrix.
# Loop till the given number of rows using the For loop.
for n in range(mtrxrows):
        # Inside the For loop, Iterate till the given number of columns using another
        # Nested For loop(Inner For loop).
    for m in range(mtrxcols):
        # Check if the condition n is not equal to m and gvnmatrix[n][m] not equal to 0 using the
        # if conditional statement where n is the iterator value of the parent For loop and m
        # is the iterator value of the inner For loop.
        if n != m and mtrx[n][m] != 0:
           # If the statement is true, then make the value of tempo as 1.
            tempo = 1
       # Break the statement and come out of the loop.
            break
# Check if the value of tempo is equal to 1 using the if conditional statement.
if tempo == 1:
  # If the statement is true, then print "The Matrix given is not a diagonal Matrix."
    print("The Matrix given is not a diagonal Matrix.")
else:
  # Else print "The Matrix given is a diagonal Matrix."
    print("The Matrix given is a diagonal Matrix.")

Output:

Enter some random number of rows of the matrix = 3
Enter some random number of columns of the matrix = 3
Enter {3} elements of row {1} separated by spaces = 1 2 3
Enter {3} elements of row {2} separated by spaces = 6 5 4
Enter {3} elements of row {3} separated by spaces = 7 8 9
The Matrix given is not a diagonal Matrix.

Grab the opportunity and utilize the Python Program Code Examples over here to prepare basic and advanced topics too with ease and clear all your doubts.