Select算法(最坏复杂度O(n))
1 #include<iostream> 2 #include <stdio.h> 3 #include <stdlib.h> 4 #include <algorithm> 5 #include <string> 6 #include <string.h> 7 using namespace std; 8 9 const int nMax = 3000; 10 int A[nMax+1]; 11 int B[nMax+1];//用来每次5分法后保存要比较的值在A中的下标 12 int AIndex[nMax+1]; //用来保存A的初始化下标 13 14 //通过插入排序获取中位数下标 15 int InsertSort(int A[], int B[], int start, int end) 16 { 17 if (start == end) 18 { 19 return B[start]; 20 } 21 22 for (int i = start+1; i <= end; ++i) 23 { 24 int num = A[B[i]]; 25 int j = i-1; 26 for ( ; j >= start; --j) 27 { 28 if (num < A[B[j]]) 29 { 30 A[B[j + 1]] = A[B[j]]; 31 } 32 else 33 { 34 break; 35 } 36 } 37 A[B[j + 1]] = num; 38 } 39 40 return B[(start + end)/2]; 41 } 42 43 //获取中位数的中位数的下标 44 int GetMidMid(int A[], int AIndex[], int k, int n) 45 { 46 if (k == n) 47 { 48 return AIndex[n]; 49 } 50 51 int len_s = n - k + 1; 52 //筛选出n/5份的中位数 53 int mod = len_s % 5; 54 int len = len_s / 5 + (mod != 0); 55 for (int i = 1, j = k; i<= len && j <= n-mod; ++i, j+=5) 56 { 57 B[i] = InsertSort(A, AIndex,j, j+4); 58 } 59 if (mod != 0) 60 { 61 B[len] = InsertSort(A, AIndex, n - mod + 1, n); 62 } 63 return GetMidMid(A, B, 1, len); 64 } 65 66 //原址排序 67 int Partition(int A[], int p, int n) 68 { 69 int pivot = A[n]; 70 int j = p - 1; 71 for (int i = p; i <= n - 1; ++i) 72 { 73 if (A[i] <= pivot) 74 { 75 j++; 76 swap(A[j], A[i]); 77 } 78 } 79 80 swap(A[j + 1], A[n]); 81 return j + 1; 82 } 83 84 int Select(int A[], int k, int n, int i) 85 { 86 if (k == n) 87 { 88 return A[n]; 89 } 90 91 int midValueIndex = GetMidMid(A, AIndex, k, n); 92 93 //将该中位数作为主元(pivot element) 94 //使用一次原址重排 95 int pivot = A[midValueIndex]; 96 swap(A[midValueIndex], A[n]); 97 int mid = Partition(A, k, n); 98 99 int t = mid - k + 1; 100 if (i == t) 101 { 102 return A[mid]; 103 } 104 else if (i < t) 105 { 106 return Select(A, k, mid-1, i); 107 } 108 else 109 { 110 return Select(A, mid+1, n, i-t); 111 } 112 } 113 int main(int argc, char** argv) 114 { 115 int n = 1111; 116 for (int i = 1; i <= n; ++i) 117 { 118 A[i] = i; 119 AIndex[i] = i; 120 } 121 122 //for (int i = 1; i <= n; ++i) 123 //{ 124 // cout << A[i] << " "; 125 //} 126 //cout << endl; 127 128 int equalNum = 0; 129 for (int i = 1; i <= n; ++i) 130 { 131 //随机排列A数组 132 for (int i = 1; i <= n; ++i) 133 { 134 int j = i + rand() % nMax; 135 //swap(A[i], A[j]); 136 A[i] = j; 137 } 138 139 int ans1 = Select(A, 1, n, i); 140 sort(A + 1, A + n + 1); 141 int ans2 = A[i]; 142 143 if (ans1 == ans2) 144 { 145 equalNum++; 146 } 147 } 148 cout << n << " " << equalNum << endl; 149 return 0; 150 }