Title description
There is an array of integers. Please find the K-th largest number in the array according to the idea of quick sort.
Given an integer array a, given its size n and the K you are looking for (K is between 1 and n), please return the Kth largest number to ensure that the answer exists.
Example
input:
[1,3,5,2,2],5,3
Output:
2
Idea 1: The
first thing that comes to mind is to sort the array first, and then output the subscript of the Kth number from the bottom = the length of the array-k;
So the question is directly decomposed into the question of how to sort the array. The first is to directly use the official Java API, Arrays.sort(array); for sorting. Although the answer obtained in this way is correct, the question requires It is the idea of using fast sorting.
public static int findKth(int[] a, int n, int K) {
if(K>n)
return 0;
Arrays.sort(a);
return a[n-K];
}
Idea 2:
Use the idea of
quick sorting to sort array elements: The idea of quick sorting is mainly divided into three parts:
(1) Find the benchmark value;
(2) Partition part (Hoare method, digging method, front and back traversal method)
(3 ) ) Sort the left and right sub-intervals separately;
//交换两个数字
public static void swap(int[] array,int index1,int index2){
int tmp=array[index1];
array[index1]=array[index2];
array[index2]=tmp;
}
//partition部分
public static int partition(int[] array,int lowIndex,int highIndex){
int leftIndex=lowIndex;
int rightIndex=highIndex;
//作为基准值的是最左边的一个数
int key=array[lowIndex];
while(leftIndex<rightIndex){
while(leftIndex<rightIndex&&array[rightIndex]>=key){
rightIndex--;
}
while(leftIndex<rightIndex&&array[leftIndex]<=key){
leftIndex++;
}
//否则就进行交换
swap(array,leftIndex,rightIndex);
}
swap(array,lowIndex,leftIndex);
return leftIndex;
}
//快排具体实现部分
public static void quickSortInternal(int[] array,int lowIndex,int rightIndex){
int size=rightIndex-lowIndex+1;
if(size<=1){
return ;
}
//对左右两个区间分别进行排序
int keyIndex=partition(array,lowIndex,rightIndex);
quickSortInternal(array,lowIndex,keyIndex-1);
quickSortInternal(array,keyIndex+1,rightIndex);
}
public static void quickSort(int[] array){
quickSortInternal(array,0,array.length-1);
}
public static int findKth2(int[] a, int n, int K) {
//利用快排先进行数组元素的排序
quickSort(a);
return a[n-K];
}