「数组」十大排序：精讲与分析（C++）

Daking-2024-09-16 13:26

概述

截止目前，我们已经讲解并分析了十种最常见的排序算法，下附对应文章链接和全体Code。

链接

「数组」冒泡排序|选择排序|插入排序 / 及优化方案（C++）

「数组」归并排序 / if语句优化|小区间插入优化（C++）

「数组」快速排序 / 随机值优化|小区间插入优化（C++）

「数组」堆排序 / 大根堆优化（C++）

「数组」希尔排序 / 区间增量优化（C++）

「数组」计数排序|桶排序|基数排序（C++）

Code

cpp 复制代码 
#pragma once
using namespace std;
void show(int arr[], int len) {
	for (int i = 0; i < len; i++)
		cout << arr[i] << ' ';
	cout << endl;
}
void swap(int& a, int& b) {
	int temp = b;
	b = a, a = temp;
}
//冒泡排序
void bubble_sort(int arr[], int len) {
	while (len--) {
		for (int i = 0; i < len; i++) {
			if (arr[i + 1] < arr[i])
				swap(arr[i + 1], arr[i]);
		}
	}
}
void bubble_sort_pro(int arr[], int len) {
	bool flag = true;
	while (len-- && flag) {
		flag = false;
		for (int i = 0; i < len; i++) {
			if (arr[i + 1] < arr[i]) {
				swap(arr[i + 1], arr[i]);
				flag = true;
			}
		}
	}
}
//选择排序
void selection_sort(int arr[], int len) {
	for (int i = 0; i < len ; i++) {
		int min = i;
		for (int j = i + 1; j < len ; j++) 
			if (arr[j] < arr[min])min = j;
		swap(arr[i], arr[min]);
	}
}
void selection_sort_pro(int arr[], int len) {
	for (int i = 0; i <= len / 2; i++) {
		int min = i, max = i,j;
		for (j = i + 1; j < len - i; j++) {
			if (arr[j] < arr[min])min = j;
			if (arr[j] > arr[max])max = j;
		}
		if (max==i)max = min;
		swap(arr[i], arr[min]); 
		swap(arr[len - i - 1], arr[max]); 
	}
}
//插入排序
void insertion_sort(int arr[], int len) {
	for (int i = 1; i < len; i++) {
		int temp = arr[i], j = i - 1;
		for (; j >=0; j--) {
			if (temp<arr[j])arr[j + 1] = arr[j];
			else break;
		}
		arr[j+1] = temp;
	}
}
void insertion_sort_pro(int arr[], int len) {
	for (int i = 1; i < len; i++) {
		int temp = arr[i], j = i - 1;
		int l = -1, r = i;
		while (l + 1 != r) {
			int mid = (l + r) / 2;
			if (arr[mid] >arr[i])r = mid;
			else l = mid;
		}
		for (; j >=r; j--)arr[j + 1] = arr[j];
		arr[j+1] = temp;
	}
}
//归并排序（分治）
void merge(int arr[], int l, int m, int r, int assist[]) {
	memcpy(&assist[l], &arr[l], sizeof(int) * (r - l));
	int i, j, k;
	for (i = l, j = m, k = l;; k++) {
		if (i == m || j == r)break;
		if (assist[i] <= assist[j])arr[k] = assist[i++];
		else arr[k] = assist[j++];
	}
	while (i != m)arr[k++] = assist[i++];
	while (j != r)arr[k++] = assist[j++];
}
void recursion(int arr[], int l, int r, int assist[]) {
	if (r - l <= 1)return;
	int m = (l + r) / 2;
	recursion(arr, l, m, assist);
	recursion(arr, m, r, assist);
	merge(arr, l, m, r, assist);
}
void merge_sort(int arr[], int len) {
	int* assist = new int[len];
	recursion(arr, 0, len, assist);
	delete[] assist;
}
void merge_if(int arr[], int l, int m, int r, int assist[]) {
	if (arr[m - 1] <= arr[m])return;
	memcpy(&assist[l], &arr[l], sizeof(int) * (r - l));
	int i, j, k;
	for (i = l, j = m, k = l;; k++) {
		if (i == m || j == r)break;
		if (assist[i] <= assist[j])arr[k] = assist[i++];
		else arr[k] = assist[j++];
	}
	while (i != m)arr[k++] = assist[i++];
	while (j != r)arr[k++] = assist[j++];
}
void recursion_with_insertion(int arr[], int l, int r, int assist[]) {
	if (r - l <= 20) {
		insertion_sort(&arr[l], r - l);
		return;
	}
	int m = (l + r) / 2;
	recursion_with_insertion(arr, l, m, assist);
	recursion_with_insertion(arr, m, r, assist);
	merge_if(arr, l, m, r, assist);
}
void MGsort(int arr[], int len) {
	int* assist = new int[len];
	recursion_with_insertion(arr, 0, len, assist);
	delete[] assist;
}
//快速排序（冒泡+分治）
int partition(int arr[], int l, int r) {
	swap(arr[l], arr[r-1]);
	int i, j;
	for (i = l, j = l; j <= r - 1; j++) 
		if (arr[j] <= arr[r - 1])swap(arr[i++], arr[j]);
	return i-1;
}
void quick_sort(int arr[], int l,int r) {
	if (r-l<=1)return ;
	int pos = partition(arr, l, r);
	quick_sort(arr, l, pos);
	quick_sort(arr, pos + 1, r);
}
#include <random>
mt19937 mt;
int random_partition(int arr[], int l, int r) {
	int pos = mt() % (r - l) + l;
	swap(arr[pos], arr[r - 1]);
	int i, j;
	for (i = l, j = l; j <= r - 1; j++)
		if (arr[j] <= arr[r - 1])swap(arr[i++], arr[j]);
	return i - 1;
}
void QKsort(int arr[], int l, int r) {
	if (r - l <= 20) {
		insertion_sort(&arr[l],r-l); 
		return;
	}
	int pos = random_partition(arr, l, r);
	QKsort(arr, l, pos);
	QKsort(arr, pos + 1, r);
}
//堆排序（选择+分治）
#define father(x) ((x-1)/2)
#define lchild(x) (2*x+1)
#define rchild(x) (2*x+2)
void up(int arr[], int idx) {
	if (idx && arr[father(idx)] > arr[idx]) {
		swap(arr[father(idx)], arr[idx]);
		up(arr, father(idx));
	}
}
void down(int arr[], int idx, int size) {
	int pos;
	if (rchild(idx) < size)pos = arr[lchild(idx)] < arr[rchild(idx)] ? lchild(idx) : rchild(idx);
	else if (lchild(idx) < size)pos = lchild(idx);
	else return;
	if (arr[idx] > arr[pos]) {
		swap(arr[idx], arr[pos]);
		down(arr,pos,size);
	}
}
void heap_sort(int arr[], int len) {
	int size = 0;
	for (int i = 0; i < len; i++) {
		up(arr, i);
		size++;
	}
	int* assist = new int[len];
	for (int j = 0; j < len; j++) {
		assist[j] = arr[0];
		arr[0] = arr[--size];
		down(arr,0,size);
	}
	memcpy(arr, assist, sizeof(int) * len);
	delete[] assist;
}
void bigger_up(int arr[], int idx) {
	if (idx && arr[father(idx)] < arr[idx]) {
		swap(arr[father(idx)], arr[idx]);
		bigger_up(arr, father(idx));
	}
}
void smaller_down(int arr[], int idx, int size) {
	int pos;
	if (rchild(idx) < size)pos = arr[lchild(idx)] > arr[rchild(idx)] ? lchild(idx) : rchild(idx);
	else if (lchild(idx) < size)pos = lchild(idx);
	else return;
	if (arr[idx] < arr[pos]) {
		swap(arr[idx], arr[pos]);
		smaller_down(arr, pos, size);
	}
}
void HPsort(int arr[], int len) {
	int size = 0;
	for (int i = 0; i < len; i++,size++) 
		bigger_up(arr, i);
	while (size--) {
		swap(arr[0], arr[size]);
		smaller_down(arr, 0, size);
	}
}
//希尔排序（插入+分治）
void shell_sort(int arr[], int len) {
	int d = len;
	while (d /= 2) {
		for (int group = 0; group < d; group++) {
			for (int i = group+d; i < len; i += d) {
				int temp = arr[i], j = i - d;
				for (; j >= 0; j -= d) {
					if (temp < arr[j])arr[j + d] = arr[j];
					else break;
				}
				arr[j + d] = temp;
			}
		}
	}
}
void SLsort(int arr[], int len) {
	int d = len;
	while (d=d/3+1) {
		for (int group = 0; group < d; group++) {
			for (int i = group + d; i < len; i += d) {
				int temp = arr[i], j = i - d;
				for (; j >= 0; j -= d) {
					if (temp < arr[j])arr[j + d] = arr[j];
					else break;
				}
				arr[j + d] = temp;
			}
		}
		if (d == 1)break;
	}
}
//计数排序（基础非比较排序）
#include <algorithm>
void count_sort(int arr[], int len) {
	int size = *max_element(arr, arr + len) + 1;
	int* cnt=new int[size]();
	for (int i = 0; i < len; i++)cnt[arr[i]]++;
	for (int j = 0, k = 0; j < size; j++)
		while(cnt[j])arr[k++] = cnt[j]--;
	delete[] cnt;
}
//桶排序（大范围非比较+小区间比较排序）
#include <algorithm>
#include <vector>
void bucket_sort(int arr[], int len) {
	using bucket = vector<int>;
	int max_limit = *max_element(arr, arr + len);
	int min_limit = *min_element(arr, arr + len);
	int num_of_buckets = (max_limit - min_limit) / len + 1;
	int size_of_bucket = (max_limit - min_limit) / num_of_buckets + 1;
	vector<bucket>buckets(num_of_buckets);
	for (int i = 0; i < len; i++)buckets[(arr[i] - min_limit) / size_of_bucket].push_back(arr[i]);
	for (bucket& b : buckets)insertion_sort(b.data(), b.size());
	int k = 0;
	for (const bucket& b : buckets) {
		memcpy(arr + k, b.data(), b.size() * sizeof(int));
		k += b.size();
	}
}
//基数排序（整数数位非比较排序）
#include <algorithm>
#include <vector>
void radix_sort(int arr[], int len) {
	using bucket = vector<int>;
	bucket buckets[10];
	int limit = *max_element(arr, arr + len);
	for(int mask=1;mask<limit;mask*=10){
		for (int i = 0; i < len; i++)buckets[arr[i] / mask % 10].push_back(arr[i]);
		for (int j = 0, k = 0; j < 10; j++) {
			memcpy(arr + k, buckets[j].data(), buckets[j].size() * sizeof(int));
			k += buckets[j].size();
			buckets[j].clear();
		}
	}
}

测试Code

cpp 复制代码 
#include <iostream>
#include <Windows.h>
#include "sort.h"
int main()
{
	int nums = 500000;
	int* arr1 = new int[nums];
	int* arr2 = new int[nums];
	DWORD tick1, tick2;
 	for (int i = 0; i < nums; i++) {
		int x = mt() % 100000000;
		arr1[i] =arr2[i]= x;
	}
	cout << "________________________________________________________________________________" << endl;
	cout << "                              data num : "<< nums << endl;
	cout << "________________________________________________________________________________" << endl;
	cout << "|         index          |          name          |          time(ms)          "  << endl;
	cout << "________________________________________________________________________________" << endl;

	tick1 = GetTickCount64();
	bubble_sort_pro(arr1, nums);//show(arr1, nums);
    tick2 = GetTickCount64();
	cout << "|            1           |       bubble sort      |         " << tick2 - tick1 << endl;
	memcpy(arr1, arr2, sizeof(int) * nums);

	tick1 = GetTickCount64();
	selection_sort_pro(arr1, nums);//show(arr1, nums);
	tick2 = GetTickCount64();
	cout << "|            2           |     selection sort     |         " << tick2 - tick1 << endl;
	memcpy(arr1, arr2, sizeof(int) * nums);

	tick1 = GetTickCount64();
	insertion_sort(arr1, nums);//show(arr1, nums);
	tick2 = GetTickCount64();
	cout << "|            3           |     insertion sort     |         " << tick2 - tick1 << endl;
	memcpy(arr1, arr2, sizeof(int) * nums);

	tick1 = GetTickCount64();
	MGsort(arr1, nums);//show(arr1, nums);
	tick2 = GetTickCount64();
	cout << "|            4           |       merge sort       |         " << tick2 - tick1 << endl;
	memcpy(arr1, arr2, sizeof(int) * nums);

	tick1 = GetTickCount64();
	QKsort(arr1,0,nums);//show(arr1, nums);
	tick2 = GetTickCount64();
	cout << "|            5           |       quick sort       |         " << tick2 - tick1 << endl;
	memcpy(arr1, arr2, sizeof(int) * nums);

	tick1 = GetTickCount64();
	HPsort(arr1, nums);//show(arr1, nums);
	tick2 = GetTickCount64();
	cout << "|            6           |       heap sort        |         " << tick2 - tick1 << endl;
	memcpy(arr1, arr2, sizeof(int) * nums);

	tick1 = GetTickCount64();
	SLsort(arr1, nums);//show(arr1, nums);
	tick2 = GetTickCount64();
	cout << "|            7           |       shell sort       |         " << tick2 - tick1 << endl;
	memcpy(arr1, arr2, sizeof(int) * nums);

	tick1 = GetTickCount64();
	count_sort(arr1, nums);//show(arr1, nums);
	tick2 = GetTickCount64();
	cout << "|            8           |       count sort       |         " << tick2 - tick1 << endl;
	memcpy(arr1, arr2, sizeof(int) * nums);

	tick1 = GetTickCount64();
	bucket_sort(arr1, nums);//show(arr1, nums);
	tick2 = GetTickCount64();
	cout << "|            9           |       bucket sort      |         " << tick2 - tick1 << endl;
	memcpy(arr1, arr2, sizeof(int) * nums);

	tick1 = GetTickCount64();
	radix_sort(arr1, nums);//show(arr1, nums);
	tick2 = GetTickCount64();
	cout << "|            10          |       radix sort       |         " << tick2 - tick1 << endl;
	memcpy(arr1, arr2, sizeof(int) * nums);

	cout << "________________________________________________________________________________" << endl;
	delete[] arr1;
	delete[] arr2;
	return 0;
}
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