Heap-related notes
Reference Notes: Summary Liu recalcitrant chiefs https://www.liuchuo.net/archives/2277
A secondary reason summary
About secondary summarizes whether it is necessary, I think it is there, a reference to learn other people's knowledge, internalization process is a summary of the process. Each time the same person thinking reference trajectory can really cultivate thinking. The article notes finishing Rationale: PAT Advanced level of Heap Path a title, refer to the image on the heap of positive sequence traversal. Then take a look heap related notes.
Second, the main heap data structure algorithms (for example large root heap)
- Creating the heap
void createHeap(){
for(int i=n/2;i>=1;i--)
downAjust(i,n);
}
- Downward adjustment: The idea is, low behalf of children, high representative of the limit. We make adjustments [low, high] range, low and low + 1 is 2 * low children. If there is no exchange, it would break out, even above his father exchanged to compare.
void downAdjust(int low,int high){
int i=low,j=i*2;//i为要调整的节点,j为左孩子
while(j<=high){
if(j+1<=high && heap[j+1]>heap[j]) j=j+1;
if(heap[j]>heap[i]){
swap(heap[j],heap[i]);
i=j;j=i*2;
}else break;
}
}
- Delete the top of the heap element
void deleteTop(){
heap[1]=heap[n--];//用第n个数进行覆盖
downAdjust(1,n);//之后进行向下调整第一个数
}
- Add an element
void insert(int x){
heap[++n]=x;
upAdjust(1,n);
}
- Upward adjustment
void upAdjust(int low,int high){
int i=high,j=i/2;
while(j>=low){
if(heap[j]<heap[i]){
swap(heap[j],heap[i]);
i=j;j=i/2;
}else break;
}
}
- Heapsort
The number and range of the first top exchange elements, for downward adjustment (1, i-1) until i == 2
void heapSort(){
createHeap();
for(int i=n;i>=2;i--){
swap(heap[i],heap[1]);
downAdjust(1,i-1);
}
}
Heap sort time complexity: O (nlogn) space complexity is (1) O is unstable stability
Third, handwriting heap.h header file
#ifndef HEAP_H_INCLUDED
#define HEAP_H_INCLUDED
#define maxn 1000
using namespace std;//这里面有swap函数
int heap[maxn];
void upAdjust(int low,int high){
int i=high,j=i/2;
while(j>=low){
if(heap[j]<heap[i]){
swap(heap[j],heap[i]);
i=j;j=i/2;
}else break;
}
}
void downAdjust(int low,int high){
int i=low,j=i*2;//i为要调整的节点,j为左孩子
while(j<=high){
if(j+1<=high && heap[j+1]>heap[j]) j=j+1;
if(heap[j]>heap[i]){
swap(heap[j],heap[i]);
i=j;j=i*2;
}else break;
}
}
void createHeap(int n){
for(int i=n/2;i>=1;i--)
downAdjust(i,n);
}
void deleteTop(int n){
heap[1]=heap[n--];//用第n个数进行覆盖
downAdjust(1,n);//之后进行向下调整第一个数
}
void insert(int x,int n){
heap[++n]=x;
upAdjust(1,n);
}
void heapSort(int n){
createHeap(n);
for(int i=n;i>=2;i--){
swap(heap[i],heap[1]);
downAdjust(1,i-1);
}
}
#endif // HEAP_H_INCLUDED
Fourth, the test file
#include <iostream>
#include "heap.h"
using namespace std;
int main(){
extern int heap[maxn];
extern int n;
scanf("%d",&n);
/**我们的堆序列是从[1,n]的*/
for(int i=1;i<=n;i++) scanf("%d",&heap[i]);
createHeap();//生成大根堆
insert(4);//插入堆顶元素
deleteTop();//删除堆顶
heapSort();//排序
for(int i=1;i<=n;i++) printf("%d%s",heap[i],i==n?"\n":" ");
system("pause");
return 0;
}