math4610

Homework, Material, and Software Manual for Math 4610


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Transpose of a Matrix

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Routine Name: transpose

Author: Tanner Wheeler

Language: Python. This code can be run on a python 3 compiler. The file can be imported and then the method will run.

Description/Purpose: This will find the transpose of a given matrix.

Input: This method takes one two dimensional array as its only input.

Output: This method will return the transpose of the input array which is also a two dimensional array.

Usage/Example: First let’s create a matrix a whose dimensions are 3x2 and set its values.

n = 2
m = 3

a = [[float(0)] * n for i in range(0,m)]

a[0][0] = float(1)
a[0][1] = float(8)
a[1][0] = float(4)
a[1][1] = float(4)
a[2][0] = float(5)
a[2][1] = float(6)

Now we have

a = [[1.0, 8.0], 
     [4.0, 4.0], 
     [5.0, 6.0]]

Let’s create c as the transpose of matrix a.

c = transpose(a)

Now we have

c = [[1.0, 4.0, 5.0], 
     [8.0, 4.0, 6.0]]

Implementation/Code: The following is the code for transpose(x)

def transpose(x):    
    z = [[0] * len(x) for k in range(0,len(x[1]))]
    
    for i in range(0, len(x)):
        for j in range(0, len(x[i])):
            z[j][i] = x[i][j]
            
    return z

Last Modified: December 2018