#include <stdio.h>
#include <stdlib.h>
#include <time.h>
#define N 8
void print_matrix(double matrix[N][N]) {
for (int i = 0; i < N; i++) {
for (int j = 0; j < N; j++) {
printf("%f ", matrix[i][j]);
}
printf("\n");
}
}
double compute_determinant(double matrix[N][N], int n) {
double sub_matrix[N][N];
double determinant = 0;
int i, j, k, sign;
if (n == 2) {
return matrix[0][0] * matrix[1][1] - matrix[0][1] * matrix[1][0];
} else {
for (i = 0; i < n; i++) {
sign = (i % 2 == 0) ? 1 : -1;
for (j = 1; j < n; j++) {
for (k = 0; k < n; k++) {
if (k < i) {
sub_matrix[j - 1][k] = matrix[j][k];
} else if (k > i) {
sub_matrix[j - 1][k - 1] = matrix[j][k];
}
}
}
determinant += sign * matrix[0][i] * compute_determinant(sub_matrix, n - 1);
}
}
return determinant;
}
void compute_inverse(double matrix[N][N], double inverse[N][N]) {
double determinant = compute_determinant(matrix, N);
double adjugate[N][N];
double sub_matrix[N][N];
int i, j, k, l, sign;
for (i = 0; i < N; i++) {
for (j = 0; j < N; j++) {
sign = ((i + j) % 2 == 0) ? 1 : -1;
for (k = 0; k < N - 1; k++) {
for (l = 0; l < N - 1; l++) {
if (k < i) {
if (l < j) {
sub_matrix[k][l] = matrix[k][l];
} else {
sub_matrix[k][l] = matrix[k][l + 1];
}
} else {
if (l < j) {
sub_matrix[k][l] = matrix[k + 1][l];
} else {
sub_matrix[k][l] = matrix[k + 1][l + 1];
}
}
}
}
adjugate[j][i] = sign * compute_determinant(sub_matrix, N - 1);
}
}
for (i = 0; i < N; i++) {
for (j = 0; j < N; j++) {
inverse[i][j] = adjugate[i][j] / determinant;
}
}
}
int is_identity_matrix(double matrix[N][N]) {
for (int i = 0; i < N; i++) {
for (int j = 0; j < N; j++) {
if ((i == j && (matrix[i][j] < 0.99 || matrix[i][j] > 1.01)) ||
(i != j && (matrix[i][j] < -0.01 || matrix[i][j] > 0.01))) {
return 0;
}
}
}
return 1;
}
int main() {
srand(time(NULL));
double random_matrix[N][N];
double inverse_matrix[N][N];
double result[N][N];
for (int i = 0; i < N; i++) {
for (int j = 0; j < N; j++) {
random_matrix[i][j] = (double)rand() / RAND_MAX;
}
}
compute_inverse(random_matrix, inverse_matrix);
for (int i = 0; i < N; i++) {
for (int j = 0; j < N; j++) {
double sum = 0;
for (int k = 0; k < N; k++) {
sum += random_matrix[i][k] * inverse_matrix[k][j];
}
result[i][j] = sum;
}
}
printf("Random Matrix:\n");
print_matrix(random_matrix);
printf("\nInverse Matrix:\n");
print_matrix(inverse_matrix);
printf("\nResult (Random Matrix * Inverse Matrix):\n");
print_matrix(result);
int is_identity = is_identity_matrix(result);
printf("\nIs Result an Identity Matrix? %s\n", is_identity ? "Yes" : "No");
return 0;
}