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main.cpp
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186 lines (163 loc) · 4.61 KB
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#include <iostream>
#include <vector>
#include <fstream>
#include <ctime>
using namespace std;
// Generate 10,000 random numbers between 0 and 1000
void generateData(const string& filename, int size) {
ofstream file(filename);
srand(time(0));
for (int i = 0; i < size; ++i) {
file << rand() % 1001 << "\n";
}
file.close();
}
// Load data from file into a vector
vector<int> loadData(const string& filename) {
vector<int> data;
ifstream file(filename);
int number;
while (file >> number) {
data.push_back(number);
}
file.close();
return data;
}
// Write sorted data to a file
void writeData(const string& filename, const vector<int>& data) {
ofstream file(filename);
for (int num : data) {
file << num << "\n";
}
file.close();
}
// Timer function
double getTime() {
return static_cast<double>(clock()) / CLOCKS_PER_SEC;
}
// Insertion Sort
void insertionSort(vector<int>& arr) {
for (int i = 1; i < arr.size(); ++i) {
int key = arr[i];
int j = i - 1;
while (j >= 0 && arr[j] > key) {
arr[j + 1] = arr[j];
--j;
}
arr[j + 1] = key;
}
}
// Counting Sort
void countingSort(vector<int>& arr) {
const int MAX_VAL = 1000;
vector<int> count(MAX_VAL + 1, 0);
for (int i = 0; i < arr.size(); ++i) {
count[arr[i]]++;
}
int idx = 0;
for (int i = 0; i <= MAX_VAL; ++i) {
while (count[i]--) {
arr[idx++] = i;
}
}
}
// Merge Sort and Merge function
void merge(vector<int>& arr, int l, int m, int r) {
int n1 = m - l + 1, n2 = r - m;
vector<int> L(n1), R(n2);
for (int i = 0; i < n1; ++i) L[i] = arr[l + i];
for (int j = 0; j < n2; ++j) R[j] = arr[m + 1 + j];
int i = 0, j = 0, k = l;
while (i < n1 && j < n2)
arr[k++] = (L[i] <= R[j]) ? L[i++] : R[j++];
while (i < n1) arr[k++] = L[i++];
while (j < n2) arr[k++] = R[j++];
}
void mergeSort(vector<int>& arr, int l, int r) {
if (l >= r) return;
int m = l + (r - l) / 2;
mergeSort(arr, l, m);
mergeSort(arr, m + 1, r);
merge(arr, l, m, r);
}
// Bubble Sort
void bubbleSort(vector<int>& arr) {
for (int i = 0; i < arr.size() - 1; ++i) {
for (int j = 0; j < arr.size() - i - 1; ++j) {
if (arr[j] > arr[j + 1]) {
int tmp = arr[j];
arr[j] = arr[j + 1];
arr[j + 1] = tmp;
}
}
}
}
// Quick Sort and Partition function
int partition(vector<int>& arr, int low, int high) {
int pivot = arr[high], i = low - 1;
for (int j = low; j < high; ++j) {
if (arr[j] <= pivot) {
++i;
int tmp = arr[i]; arr[i] = arr[j]; arr[j] = tmp;
}
}
int tmp = arr[i + 1]; arr[i + 1] = arr[high]; arr[high] = tmp;
return i + 1;
}
void quickSort(vector<int>& arr, int low, int high) {
if (low < high) {
int pi = partition(arr, low, high);
quickSort(arr, low, pi - 1);
quickSort(arr, pi + 1, high);
}
}
int main() {
const string dataFile = "data.txt";
const int dataSize = 10000;
generateData(dataFile, dataSize);
vector<int> data;
double start, end;
// Insertion Sort
data = loadData(dataFile);
start = getTime();
insertionSort(data);
end = getTime();
writeData("result_insertion.txt", data);
double insertionTime = end - start;
// Counting Sort
data = loadData(dataFile);
start = getTime();
countingSort(data);
end = getTime();
writeData("result_counting.txt", data);
double countingTime = end - start;
// Merge Sort
data = loadData(dataFile);
start = getTime();
mergeSort(data, 0, data.size() - 1);
end = getTime();
writeData("result_merge.txt", data);
double mergeTime = end - start;
// Bubble Sort
data = loadData(dataFile);
start = getTime();
bubbleSort(data);
end = getTime();
writeData("result_bubble.txt", data);
double bubbleTime = end - start;
// Quick Sort
data = loadData(dataFile);
start = getTime();
quickSort(data, 0, data.size() - 1);
end = getTime();
writeData("result_quick.txt", data);
double quickTime = end - start;
// Output time comparisons
cout << "\n=== Sorting Algorithm Runtime Comparison ===\n";
cout << "Insertion Sort : " << insertionTime << " seconds\n";
cout << "Counting Sort : " << countingTime << " seconds\n";
cout << "Merge Sort : " << mergeTime << " seconds\n";
cout << "Bubble Sort : " << bubbleTime << " seconds\n";
cout << "Quick Sort : " << quickTime << " seconds\n";
return 0;
}