Introduction
The transpose of a matrix is obtained by swapping the rows and columns of the matrix. In R, you can easily compute the transpose of a matrix using built-in functions. This guide will walk you through writing an R program that finds the transpose of a matrix.
Problem Statement
Create an R program that:
- Creates a matrix.
- Finds the transpose of the matrix.
- Displays the original and the transposed matrix.
Example:
- Input:
- Matrix A (2×3):
1 2 3 | 4 5 6
- Matrix A (2×3):
- Output:
- Transposed Matrix (3×2):
1 4 | 2 5 | 3 6
- Transposed Matrix (3×2):
Solution Steps
- Create a Matrix: Use the
matrix()
function to create a matrix. - Find the Transpose of the Matrix: Use the
t()
function to transpose the matrix. - Display the Original and Transposed Matrices: Use the
print()
function to display both the original and transposed matrices.
R Program
# R Program to Find the Transpose of a Matrix # Author: Ramesh Fadatare # Step 1: Create a matrix matrix_A <- matrix(c(1, 2, 3, 4, 5, 6), nrow = 2, ncol = 3) # Step 2: Find the transpose of the matrix transpose_matrix <- t(matrix_A) # Step 3: Display the original and transposed matrices print("Original Matrix A:") print(matrix_A) print("Transposed Matrix:") print(transpose_matrix)
Explanation
Step 1: Create a Matrix
- The
matrix()
function is used to creatematrix_A
, a 2×3 matrix with elements1, 2, 3, 4, 5, 6
.
Step 2: Find the Transpose of the Matrix
- The
t()
function is used to transpose the matrix. The transpose operation swaps the rows and columns of the matrix, resulting in a 3×2 matrix.
Step 3: Display the Original and Transposed Matrices
- The
print()
function is used to display both the original matrix and the transposed matrix, allowing you to see the transformation.
Output Example
Example:
[1] "Original Matrix A:" [,1] [,2] [,3] [1,] 1 3 5 [2,] 2 4 6 [1] "Transposed Matrix:" [,1] [,2] [1,] 1 2 [2,] 3 4 [3,] 5 6
Conclusion
This R program demonstrates how to find the transpose of a matrix using the t()
function. It covers basic matrix operations such as matrix creation, transposition, and displaying the results. Understanding how to transpose a matrix is essential in various mathematical and data analysis applications, making this example valuable for anyone learning R programming.