POJ 2299 Ultra-QuickSort(树状数组+离散化+求逆序数)
发布日期:2021-05-07 06:22:47 浏览次数:15 分类:原创文章

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In this problem, you have to analyze a particular sorting algorithm. The algorithm processes a sequence of n distinct integers by swapping two adjacent sequence elements until the sequence is sorted in ascending order. For the input sequence
9 1 0 5 4 ,
Ultra-QuickSort produces the output
0 1 4 5 9 .
Your task is to determine how many swap operations Ultra-QuickSort needs to perform in order to sort a given input sequence.
Input
The input contains several test cases. Every test case begins with a line that contains a single integer n < 500,000 – the length of the input sequence. Each of the the following n lines contains a single integer 0 ≤ a[i] ≤ 999,999,999, the i-th input sequence element. Input is terminated by a sequence of length n = 0. This sequence must not be processed.
Output
For every input sequence, your program prints a single line containing an integer number op, the minimum number of swap operations necessary to sort the given input sequence.
Sample Input
5
9
1
0
5
4
3
1
2
3
0
Sample Output
6
0
题意就是输入一个n,接着输入n个数,然后求出这n个数的逆序数。

最简单的求逆序数就是用冒泡排序,每次比较,如果交换说明整两个数是逆序的,ans++,也就是说冒泡排序交换次数就是逆序数;但是时间复杂度是O(n^2).
再就是可以用归并排序来求逆序数,隐隐约约记得之前做过一道题是可以的来求的,虽然现在忘了啊。
这里用树状数组来求。

先说离散化
如果数据量少,但是数据范围大,那么开数组的话会浪费很大一部分空间,所以需要离散化处理(通俗点就是把离散较大的数据紧凑起来)

for (int i=1; i<=n; i++){   	scanf("%d", &init[i].val);	init[i].order=i;}sort(init+1, init+n+1, cmp);for (int i=1; i<=n; i++)	a[init[i].order]=i;

这样最后a数组的下标就是原来数据的元素的order位置,值就是被处理后的值。从而做到把离散的数据紧凑起来,节省空间。
这样就是把9 1 0 5 4变成5 2 1 4 3
再说求逆序数
这里用树状数组来求,就是每个元素的前面比它大的数量的和就是最终的逆序数。

在说明一点,i-sum(a[i])是本来一共有i个数,sum(a[i])是所有小于等于a[i]的个数,相减就是大于a[i]的个数,也就是在新的数前面大于它的元素的个数。

#include <iostream>#include <cstdio>#include <cstring>#include <algorithm>using namespace std;int n;int a[500005];int c[500005];struct node{   	int order;	int val;}init[500005];int cmp(node a, node b){   	return a.val<b.val;}int lowbit(int x){   	return x&(-x);}void update(int index, int val){   	while (index<=n){   		c[index]+=val;		index+=lowbit(index);	}}int sum(int index){   	int ans=0;	while (index>=1){   		ans+=c[index];		index-=lowbit(index);	}	return ans;}int main(){   	while (scanf("%d", &n) && n){   		for (int i=1; i<=n; i++){   			scanf("%d", &init[i].val);			init[i].order=i;		}		sort(init+1, init+n+1, cmp);		for (int i=1; i<=n; i++)			a[init[i].order]=i;		memset(c, 0, sizeof(c));		long long ans=0;		for (int i=1; i<=n; i++){   			update(a[i], 1);			ans+=(i-sum(a[i]));		}		printf("%lld\n", ans);	}	return 0;}
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哈哈,博客排版真的漂亮呢~
[***.90.31.176]2025年03月30日 10时33分53秒