How to resolve the algorithm Identity matrix step by step in the C programming language
Published on 7 June 2024 03:52 AM
How to resolve the algorithm Identity matrix step by step in the C programming language
Table of Contents
Problem Statement
Build an identity matrix of a size known at run-time.
An identity matrix is a square matrix of size n × n, where the diagonal elements are all 1s (ones), and all the other elements are all 0s (zeroes).
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{\displaystyle I_{n}={\begin{bmatrix}1&0&0&\cdots &0\0&1&0&\cdots &0\0&0&1&\cdots &0\\vdots &\vdots &\vdots &\ddots &\vdots \0&0&0&\cdots &1\\end{bmatrix}}}
Let's start with the solution:
Step by Step solution about How to resolve the algorithm Identity matrix step by step in the C programming language
This C program generates and prints an identity matrix of a given size. An identity matrix is a square matrix with 1s on the main diagonal and 0s everywhere else.
-
Header Files:
- The program includes the necessary header files:
<stdlib.h>
for dynamic memory allocation and exit statuses.<stdio.h>
for input and output functions.
- The program includes the necessary header files:
-
Main Function:
- The
main
function is the entry point of the program. It takes two command-line arguments:argc
is the count of arguments passed to the program.argv
is an array of strings containing the arguments.
- The
-
Input Validation:
- The program checks if the user provided the correct number of arguments. If less than 2 arguments are given, it prints an error message and exits.
-
Row Size:
- It parses the first command-line argument (
argv[1]
) into an integer and stores it inrowsize
. This value represents the number of rows and columns in the identity matrix.
- It parses the first command-line argument (
-
Dimension Validation:
- The program checks if
rowsize
is negative. If it is, it prints an error message and exits because the dimensions of a matrix cannot be negative.
- The program checks if
-
Number of Elements:
- It calculates the number of elements in the matrix as
numElements = rowsize * rowsize
. It checks for integer overflow by comparingnumElements
withrowsize
. If overflow occurs, it prints an error message and aborts.
- It calculates the number of elements in the matrix as
-
Memory Allocation:
- It allocates memory for the matrix using
calloc
, which sets all allocated memory to 0. - It allocates an array of
numElements
pointers to integers, which will store the rows of the matrix. - For each row, it allocates an array of
numElements
integers usingcalloc
again.
- It allocates memory for the matrix using
-
Identity Matrix Creation:
- The program iterates over each row and assigns 1 to the element on the main diagonal (
matrix[row][row]
).
- The program iterates over each row and assigns 1 to the element on the main diagonal (
-
Printing the Matrix:
- It prints the generated identity matrix to the console. It iterates over each row and column and prints the elements separated by spaces.
-
Cleanup:
- The program does not explicitly deallocate the allocated memory, relying on the operating system to do so when the program exits.
Source code in the c programming language
#include <stdlib.h>
#include <stdio.h>
int main(int argc, char** argv) {
if (argc < 2) {
printf("usage: identitymatrix <number of rows>\n");
exit(EXIT_FAILURE);
}
int rowsize = atoi(argv[1]);
if (rowsize < 0) {
printf("Dimensions of matrix cannot be negative\n");
exit(EXIT_FAILURE);
}
int numElements = rowsize * rowsize;
if (numElements < rowsize) {
printf("Squaring %d caused result to overflow to %d.\n", rowsize, numElements);
abort();
}
int** matrix = calloc(numElements, sizeof(int*));
if (!matrix) {
printf("Failed to allocate %d elements of %ld bytes each\n", numElements, sizeof(int*));
abort();
}
for (unsigned int row = 0;row < rowsize;row++) {
matrix[row] = calloc(numElements, sizeof(int));
if (!matrix[row]) {
printf("Failed to allocate %d elements of %ld bytes each\n", numElements, sizeof(int));
abort();
}
matrix[row][row] = 1;
}
printf("Matrix is: \n");
for (unsigned int row = 0;row < rowsize;row++) {
for (unsigned int column = 0;column < rowsize;column++) {
printf("%d ", matrix[row][column]);
}
printf("\n");
}
}
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