Poj-P3468题解【线段树】

本文为原创,转载请注明:http://www.cnblogs.com/kylewilson/

 

题目出处:

http://poj.org/problem?id=3468

题目描述:

给N个数A1A2, ... , AN. 你需要处理两种操作,一种操作是在一个区间上每个数都增加一个数,别一种操作是查询一个区间所有数的和

输入

第一行两个数N, Q, 1 ≤ N,Q ≤ 100000

第二行N个数,数组初始值A1A2, ... , AN. -1000000000 ≤ Ai ≤ 1000000000.

接着Q行,表示Q次操作"C a b c" 表示区间AaAa+1, ... , Ab.,第个数增加c,  -10000 ≤ c ≤ 10000.

"Q a b"  表示查询区间Aa, Aa+1, ... , Ab之和

10 5

1 2 3 4 5 6 7 8 9 10

Q 4 4

Q 1 10

Q 2 4

C 3 6 3

Q 2 4

思路分析:

首先分析数据规模,如果有简单模拟算法,时间复杂度O(N*Q),肯定会超时;

看题目需求,每次输入都是对区间进行增加或者查询等操作,所以也必须用区间操作算法来解决;

此文以线段树来解决,树状数组也很适合解决此类问题。事实证明能用树状数组解决的都可以用线段树来解决,反之则不行;

线段树维护区间信息,而树状数组维护前缀和信息;

如上图P1.1,对于增加操作如(a=0, b=2, c=1),需要对[0,2]区间每个点进行增加,但如果递归所有子树去增加操作,就退化成了线性;

所以遍历到[0,2]区间时,只对该点操作,并记录以该点以根的子树,应该增加的值,先记录,下次遍历到子树再执行操作

如上图P1.2,对[0,2]执行了操作,再子树还没有增加,如果下次查询子树则数据错误,所以每次在执行增加或者查询操作的时候,就把上次遗留下来的数据给补上,也就是所谓的Lazy思想。

每个树节点主要记录如下信息:

left: 区间左起点

right: 区间右终点

total: 区间和

childrenExtra: 子树还应该额外增加的值

lson, rson: 左右子树

注:因题目数据量大,输入输出用scanf, printf,如果用cin, cout则会超时。

C++源码如下: 

github: https://github.com/Kyle-Wilson1/Poj/tree/master/P3468

#include <iostream>
#include <fstream>
#include <vector>

using namespace std;

struct SegmentTree {
    long long left, right, total, childrenExtra;
    SegmentTree *lson, *rson;
};

long long regionLength(SegmentTree *tree) {
    return tree->right - tree->left + 1;
}

void updateChildren(SegmentTree *root) {
    if (root->lson != NULL && root->rson != NULL && root->childrenExtra != 0) {
        root->lson->total += root->childrenExtra * regionLength(root->lson);
        root->lson->childrenExtra += root->childrenExtra;
        root->rson->total += root->childrenExtra * regionLength(root->rson);
        root->rson->childrenExtra += root->childrenExtra;
        root->childrenExtra = 0;
    }
}

SegmentTree *buildTree(vector<long long> &num, long long l, long long r) {
    if (l > r) {
        return NULL;
    }
    if (l == r) {
        SegmentTree *root = new SegmentTree;
        root->left = l;
        root->right = r;
        root->total = num[l];
        root->childrenExtra = 0;
        root->lson = NULL;
        root->rson = NULL;
        return root;
    }
    SegmentTree *root = new SegmentTree;
    root->left = l;
    root->right = r;
    root->childrenExtra = 0;
    long long mid = (l + r) >> 1;
    root->lson = buildTree(num, l, mid);
    root->rson = buildTree(num, mid + 1, r);
    root->total = root->lson->total + root->rson->total;
    return root;
}

void addRegion(SegmentTree *root, long long regionLeft, long long regionRight, long long addNum) {
    if (root == NULL || root->right < regionLeft || root->left > regionRight) {
        return;
    }
    if (root->left >= regionLeft && root->right <= regionRight) {
        root->total += addNum * regionLength(root);
        if (root->left < root->right)root->childrenExtra += addNum;
        return;
    }
    updateChildren(root);
    addRegion(root->lson, regionLeft, regionRight, addNum);
    addRegion(root->rson, regionLeft, regionRight, addNum);
    root->total = root->lson->total + root->rson->total;
}

void queryRegion(SegmentTree *root, long long regionLeft, long long regionRight, long long &sum) {
    if (root == NULL || root->right < regionLeft || root->left > regionRight) {
        return;
    }
    if (root->left >= regionLeft && root->right <= regionRight) {
        sum += root->total;
        return;
    }
    updateChildren(root);
    queryRegion(root->lson, regionLeft, regionRight, sum);
    queryRegion(root->rson, regionLeft, regionRight, sum);
}

int main() { ifstream fin("a.in"); ofstream fout("a.out"); long long n, q, i, a, b, c; char type[2]; SegmentTree *root; // scanf("%lld%lld", &n, &q); fin >> n >> q; vector<long long> num(n, 0); for (i = 0; i < n; i++) { // scanf("%lld", &num[i]); fin >> num[i]; } n--; root = buildTree(num, 0, n); for (i = 0; i < q; i++) { // scanf("%s", type); fin >> type; if (type[0] == 'C') { // scanf("%lld%lld%lld", &a, &b, &c); fin >> a >> b >> c; addRegion(root, a - 1, b - 1, c); } else { // scanf("%lld%lld", &a, &b); fin >> a >> b; long long sum = 0; queryRegion(root, a - 1, b - 1, sum); // printf("%lld\n", sum); fout << sum << endl; } } return 0; }

 

posted @ 2018-01-21 14:15  小K算法  阅读(755)  评论(0编辑  收藏  举报