排序算法

Posted 2021-02-08 acgame

几种排序算法的时间复杂度：

 

1、插入排序

 1 #include <iostream>
 2 #include <fstream>
 3 #include <string>
 4 
 5 const int maxn = 10005;
 6 int arr[maxn];
 7 int n;
 8 
 9 void insertion_sort()
10 {
11     for (int i = 1; i < n; ++i)
12     {
13         int key = arr[i];
14         int j = i;
15         while (j - 1 >= 0 && arr[j - 1] > key)
16         {
17             arr[j] = arr[j - 1];
18             --j;
19         }
20         arr[j] = key;
21     }
22 }
23 void print_arr(const int *arr, int n)
24 {
25     for (int i = 0; i < n; ++i)
26         std::cout << arr[i] << " ";
27     std::cout << std::endl;
28 }
29 int main()
30 {
31     std::ifstream is("in.txt");
32     while (is >> arr[n++]);
33     --n;
34     print_arr(arr, n);
35     insertion_sort();
36     print_arr(arr, n);
37     return 0;
38 }

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2、归并排序

 1 #include <iostream>
 2 #include <fstream>
 3 #include <string>
 4 
 5 const int maxn = 10005;
 6 int arr[maxn], L[maxn], R[maxn];
 7 int n;
 8 
 9 void merge(int *arr, int l, int r)
10 {
11     int mid = (l + r) / 2;
12     int n1 = mid - l + 1;
13     int n2 = r - mid;
14     for (int i = 0; i < n1; ++i)
15         L[i] = arr[l + i];
16     for (int i = 0; i < n2; ++i)
17         R[i] = arr[mid + i + 1];
18     int i = 0, j = 0;
19     while (i < n1 && j < n2)
20     {
21         if (L[i] <= R[j])
22             arr[l++] = L[i++];
23         else
24             arr[l++] = R[j++];
25     }
26     while (i < n1)
27         arr[l++] = L[i++];
28     while (j < n2)
29         arr[l++] = R[j++];
30 }
31 
32 void merge_sort(int *arr, int l, int r)
33 {
34     if (l == r)
35         return;
36     int mid = (l + r) / 2;
37     merge_sort(arr, l, mid);
38     merge_sort(arr, mid + 1, r);
39     merge(arr, l, r);
40 }
41 
42 void print_arr(const int *arr, int n)
43 {
44     for (int i = 0; i < n; ++i)
45         std::cout << arr[i] << " ";
46     std::cout << std::endl;
47 }
48 int main()
49 {
50     std::ifstream is("in.txt");
51     while (is >> arr[n++]);
52     --n;
53     print_arr(arr, n);
54     merge_sort(arr, 0, n - 1);
55     print_arr(arr, n);
56     return 0;
57 }

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3、堆排序

 1 #include <iostream>
 2 #include <fstream>
 3 #include <string>
 4 
 5 template<typename T>
 6 void swap(T &x, T &y) {
 7     T temp = x;
 8     x = y;
 9     y = temp;
10 }
11 
12 const int maxn = 10005;
13 int arr[maxn];
14 int n;
15 
16 
17 void max_heapinf(int *arr, int i, int length) // 维护堆的性质
18 {
19     int l = 2 * i, r = l + 1;
20     int largest = i;
21     if (l <= length && arr[l] > arr[largest])
22         largest = l;
23     if (r <= length && arr[r] > arr[largest])
24         largest = r;
25     if (largest != i)
26     {
27         swap(arr[largest], arr[i]);
28         max_heapinf(arr, largest, length);
29     }
30 }
31 
32 void build_max_heap(int *arr) // 建堆
33 {
34     int length = n;
35     for (int i = n / 2; i >= 1; i--)
36         max_heapinf(arr, i, length);
37 }
38 
39 void heapsort(int *arr)
40 {
41     build_max_heap(arr);
42     int length = n;
43     for (int i = n; i >= 2; --i)
44     {
45         swap(arr[i], arr[1]);
46         --length;
47         max_heapinf(arr, 1, length);
48     }
49 }
50 
51 void print_arr(const int *arr,int l, int r)
52 {
53     for (int i = l; i <= r; ++i)
54         std::cout << arr[i] << " ";
55     std::cout << std::endl;
56 }
57 int main()
58 {
59     std::ifstream is("in.txt");
60     while (is >> arr[++n]);
61     --n;
62     print_arr(arr, 1, n);
63     heapsort(arr);
64     print_arr(arr, 1, n);
65     return 0;
66 }

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4、快速排序

 1 #include <iostream>
 2 #include <fstream>
 3 #include <string>
 4 
 5 template<typename T>
 6 void swap(T &x, T &y) {
 7     T temp = x;
 8     x = y;
 9     y = temp;
10 }
11 
12 const int maxn = 10005;
13 int arr[maxn];
14 int n;
15 
16 
17 int partition(int *arr, int l, int r) // [l, r]
18 {
19     int key = arr[r];
20     int pos = l;
21     for (int j = l; j < r; ++j)
22     {
23         if (arr[j] <= key)
24         {
25             if (pos != j)
26                 swap(arr[pos], arr[j]);
27             ++pos;
28         }
29     }
30     if (pos != r)
31         swap(arr[pos], arr[r]);
32     return pos;
33 }
34 
35 void quick_sort(int *arr, int l, int r)
36 {
37     if (l >= r)
38         return;
39     int mid = partition(arr, l, r);
40     quick_sort(arr, l, mid - 1);
41     quick_sort(arr, mid + 1, r);
42 }
43 
44 void print_arr(const int *arr, int l, int r)
45 {
46     for (int i = l; i <= r; ++i)
47         std::cout << arr[i] << " ";
48     std::cout << std::endl;
49 }
50 int main()
51 {
52     std::ifstream is("in.txt");
53     while (is >> arr[++n]);
54     --n;
55     print_arr(arr, 1, n);
56     quick_sort(arr, 1, n);
57     print_arr(arr, 1, n);
58     return 0;
59 }

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5、计数排序

　　计数排序假设n个输入元素中的每一个都是在0到k区间的一个整数，其中k为某个整数。

 1 #include <iostream>
 2 #include <fstream>
 3 #include <string>
 4 
 5 template<typename T>
 6 T max(T &x, T &y) {
 7     return x >= y ? x : y;
 8 }
 9 template<typename T>
10 void swap(T &x, T &y) {
11     T temp = x;
12     x = y;
13     y = temp;
14 }
15 
16 const int maxn = 10005;
17 int arr[maxn]; // 输入序列
18 int b[maxn]; // 输出序列
19 int c[maxn]; // 计数用
20 
21 void counting_sort(int *arr, int l, int r)
22 {
23     int k = 0;
24     for (int i = l; i <= r; ++i)
25     {
26         ++c[arr[i]];
27         k = max(k, arr[i]);
28     }
29     for (int i = 1; i <= k; ++i)
30         c[i] += c[i - 1];
31     for (int i = r; i >= l; --i)
32     {
33         b[c[arr[i]]--] = arr[i];
34     }
35 }
36 
37 void print_arr(const int *arr, int l, int r)
38 {
39     for (int i = l; i <= r; ++i)
40         std::cout << arr[i] << " ";
41     std::cout << std::endl;
42 }
43 int main()
44 {
45     int n = 0;
46     std::ifstream is("in.txt");
47     while (is >> arr[++n]);
48     --n;
49     print_arr(arr, 1, n);
50     counting_sort(arr, 1, n);
51     print_arr(b, 1, n);
52     return 0;
53 }

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6、基数排序

 

7、桶排序