八大排序算法的排序时间长度的比较,测试数据10000000时部分结果如下
输入测试数据长度: 10000000
数据初始化中...
数据初始化完成!
堆排序用时: 8秒 499毫秒
快速排序用时: 22秒 35毫秒
归并排序用时: 34秒 473毫秒
另外五种排序本人并未等待结果,读者可自行测试
测试时请注意内存消耗,以免数据太大,内存不够,可自行测试单一算法以便增加可测试数据数目
#include <iostream> #include <ctime> #include <iomanip> using namespace std; int NUM; //测试数据大小 const int SortFunNum = 8; template <typename T> void BubleSort(T a[], int, int); template <typename T> void SelectSort(T a[], int, int); template <typename T> void InsertSort(T a[], int, int); template <typename T> void RankSort(T a[], int, int); template <typename T> void Merge(T a[], int, int , int); template <typename T> void MergeSort(T a[], int, int); template <typename T> int Partition(T a[], int, int); template <typename T> void QuickSort(T a[], int, int); template <typename T> void ShellSort(T a[], int, int); template <typename T> void HeapSort(T a[], int, int); void Test() { cout << "数据初始化中..." << endl; int **testData = new int *[SortFunNum]; for (int i = 0; i < SortFunNum; ++i) testData[i] = new int[NUM]; for (int k = 0; k < NUM; ++k) { testData[0][k] = rand(); for (int j = 1; j < SortFunNum; ++j) testData[j][k] = testData[0][k]; } cout << "数据初始化完成!" << endl; clock_t begin, end; begin = clock(); HeapSort(testData[6], 0, NUM - 1); end = clock(); cout << setw(20) << "堆排序用时: " << setw(4) << (end - begin) / CLOCKS_PER_SEC << "秒" << setw(4) << 1000 * double((end - begin) % CLOCKS_PER_SEC) / CLOCKS_PER_SEC << "毫秒" << endl; begin = clock(); QuickSort(testData[5], 0, NUM - 1); end = clock(); cout << setw(20) << "快速排序用时: " << setw(4) << (end - begin) / CLOCKS_PER_SEC << "秒" << setw(4) << 1000 * double((end - begin) % CLOCKS_PER_SEC) / CLOCKS_PER_SEC << "毫秒" << endl; begin = clock(); MergeSort(testData[4], 0, NUM - 1); end = clock(); cout << setw(20) << "归并排序用时: " << setw(4) << (end - begin) / CLOCKS_PER_SEC << "秒" << setw(4) << 1000 * double((end - begin) % CLOCKS_PER_SEC) / CLOCKS_PER_SEC << "毫秒" << endl; begin = clock(); InsertSort(testData[2], 0, NUM - 1); end = clock(); cout << setw(20) << "插入排序用时: " << setw(4) << (end - begin) / CLOCKS_PER_SEC << "秒" << setw(4) << 1000 * double((end - begin) % CLOCKS_PER_SEC) / CLOCKS_PER_SEC << "毫秒" << endl; begin = clock(); ShellSort(testData[7], 0, NUM - 1); end = clock(); cout << setw(20) << "希尔排序用时: " << setw(4) << (end - begin) / CLOCKS_PER_SEC << "秒" << setw(4) << 1000 * double((end - begin) % CLOCKS_PER_SEC) / CLOCKS_PER_SEC << "毫秒" << endl; begin = clock(); SelectSort(testData[1], 0, NUM - 1); end = clock(); cout <<setw(20) << "选择排序用时: " << setw(4) << (end - begin) / CLOCKS_PER_SEC << "秒" << setw(4) << 1000 * double((end - begin) % CLOCKS_PER_SEC) / CLOCKS_PER_SEC << "毫秒" << endl; begin = clock(); RankSort(testData[3], 0, NUM - 1); end = clock(); cout << setw(20) << "计数排序用时: " << setw(4) << (end - begin) / CLOCKS_PER_SEC << "秒" << setw(4) << 1000 * double((end - begin) % CLOCKS_PER_SEC) / CLOCKS_PER_SEC << "毫秒" << endl; begin = clock(); BubleSort(testData[0], 0, NUM - 1); end = clock(); cout << setw(20) << "冒泡排序用时: " << setw(4) << (end - begin) / CLOCKS_PER_SEC << "秒" << setw(4) << 1000 * double((end - begin) % CLOCKS_PER_SEC) / CLOCKS_PER_SEC << "毫秒" << endl; for (int i = 0; i < SortFunNum; ++i) delete[] testData[i]; delete[] testData; } int main() { srand(time(0)); while (1) { cout << "输入测试数据长度: "; cin >> NUM; Test(); cout << "测试完成!" << endl << endl;; } cin.get(); cin.get(); return 0; } /*冒泡排序*/ template <typename T> void BubleSort(T a[], int first, int last) { int has = 1; for (int i = last; i > first && has; --i) { has = 0; for (int j = first; j < i; ++j) { if (a[j] > a[j + 1]) { swap(a[j], a[j + 1]); has = 1; } } } } /*选择排序*/ template <typename T> void SelectSort(T a[], int first, int last) { int m; for (int i = last; i > first; --i) { m = i; for (int j = first; j < i; ++j) { if (a[j] > a[m]) m = j; } swap(a[m], a[i]); } } /*插入排序*/ template <typename T> void InsertSort(T a[], int first, int last) { int j; T t; for (int i = first + 1; i <= last; ++i) { t = a[i]; j = i - 1; while (a[j] > t && j >= 0) { a[j + 1] = a[j]; --j; } a[j + 1] = t; } } /*计数排序*/ template <typename T> void RankSort(T a[], int first, int last) { int sum = last - first + 1; int *rank = new int[sum]; T *b = new T[sum]; for (int i = 0; i < sum; ++i) { rank[i] = 0; b[i] = a[first + i]; } for (int m = first; m <= last; ++m) { for (int n = first; n < m; ++n) { if (a[m] > a[n]) rank[m - first]++; else rank[n - first]++; } } for (int k = 0; k < sum; ++k) { a[first + rank[k]] = b[k]; } delete[] b; delete[] rank; } /*归并,用于归并排序*/ template <typename T> void Merge(T a[], int first, int mid, int last) { if (last - first < 1) return; T *b = new T[last - first + 1]; int m = first, n = mid, bi = -1; while (m < mid && n <= last) { if (a[m] > a[n]) b[++bi] = a[n++]; else b[++bi] = a[m++]; } while (m < mid) b[++bi] = a[m++]; while (n <= last) b[++bi] = a[n++]; while (bi >= 0) { a[first + bi] = b[bi]; --bi; } delete[] b; } /*归并排序*/ template <typename T> void MergeSort(T a[], int first, int last) { if (last - first + 1 >= 2) { int mid = (first + last) / 2; MergeSort(a, first, mid); MergeSort(a, mid + 1, last); Merge(a, first, mid + 1, last); } } /*划分,用于快速排序*/ template <typename T> int Partition(T a[], int first, int last) { swap(a[rand() % (last - first + 1) + first], a[last]); //随机交换 int m = last; int j = first - 1; for (int i = first; i < last; ++i) { if (a[i] < a[m]) { ++j; swap(a[j], a[i]); } } swap(a[m], a[j + 1]); return j + 1; } /*快速排序*/ template <typename T> void QuickSort(T a[], int first, int last) { if (last - first + 1 >= 2) { int m = Partition(a, first, last); QuickSort(a, first, m - 1); QuickSort(a, m + 1, last); } } /*希尔排序*/ template <typename T> void ShellSort(T a[], int first, int last) { int sum = last - first + 1; T t; int j; for (int d = sum / 2; d >= 1; d /= 2) { for (int i = d; i <= sum; i += d) { t = a[first - 1 + i]; j = i - d; while (j >= 0 && a[first - 1 + j] > t) { a[first - 1 + j + d] = a[first - 1 + j]; j -= d; } a[first - 1 + j + d] = t; } } } /*堆排序*/ template <typename T> void HeapSort(T a[], int first, int last) { int num = last - first + 1; int f, c; T t; for (f = num / 2; f >= 1; --f) { c = f * 2; t = a[first - 1 + f]; while (c < num) { if (c + 1 <= num && a[first + c] > a[first - 1 + c]) ++c; if (t > a[first - 1 + c]) break; a[first - 1 + c / 2] = a[first - 1 + c]; c *= 2; } a[first - 1 + c / 2] = t; } while (num > 1) { swap(a[first], a[first + num - 1]); c = 2; t = a[first]; while (c < num) { if (c + 1 < num && a[first + c] > a[first - 1 + c]) ++c; if (a[first - 1 + c] < t) break; a[first - 1 + c / 2] = a[first - 1 + c]; c *= 2; } a[first - 1 + c / 2] = t; --num; } }
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