POJ-3264 Balanced Lineup

本文介绍了一种使用预处理方法解决区间最大值与最小值查询问题的有效算法。通过将数据结构和算法相结合,该方法能够在对数时间内处理大量查询请求,特别适用于处理具有固定顺序的数据集,如奶牛的高度范围等应用场景。

For the daily milking, Farmer John's N cows (1 ≤ N ≤ 50,000) always line up in the same order. One day Farmer John decides to organize a game of Ultimate Frisbee with some of the cows. To keep things simple, he will take a contiguous range of cows from the milking lineup to play the game. However, for all the cows to have fun they should not differ too much in height.

Farmer John has made a list of Q (1 ≤ Q ≤ 200,000) potential groups of cows and their heights (1 ≤ height ≤ 1,000,000). For each group, he wants your help to determine the difference in height between the shortest and the tallest cow in the group.

Input
Line 1: Two space-separated integers, N and Q
Lines 2.. N+1: Line i+1 contains a single integer that is the height of cow i 
Lines N+2.. NQ+1: Two integers A and B (1 ≤ A ≤ B ≤ N), representing the range of cows from A to B inclusive.
Output
Lines 1.. Q: Each line contains a single integer that is a response to a reply and indicates the difference in height between the tallest and shortest cow in the range.
Sample Input
6 3
1
7
3
4
2
5
1 5
4 6
2 2
Sample Output
6
3
0

#include <cstdio>
#include <algorithm>
#include <cmath>

#define MAX 50010

using namespace std;

int maxsum[MAX][20];
int minsum[MAX][20];
int a[MAX];
int n, q;

void RMQ( int n ) { //预处理->O(nlogn)
    for( int i = 1; i <= n; i++ ) {
        maxsum[i][0] = minsum[i][0] = a[i];
    }

    for( int j = 1; j < 20; ++j )
        for( int i = 1; i <= n; ++i )
            if( i + (1 << j) - 1 <= n ) {
                maxsum[i][j] = max(maxsum[i][j - 1], maxsum[i + (1 << (j - 1))][j - 1]);
                minsum[i][j] = min(minsum[i][j - 1], minsum[i + (1 << (j - 1))][j - 1]);
            }
}

int query( int left, int right ) {
    int k = (int)(log( right - left + 1.0 ) / log( 2.0 ));
    int maxres = max( maxsum[left][k], maxsum[right - ( 1 << k ) + 1][k] );
    int minres = min( minsum[left][k], minsum[right - ( 1 << k ) + 1][k] );
    return maxres - minres;
}

int main() {
    scanf( "%d%d", &n, &q );
    for( int i = 1; i <= n; i++ ) scanf( "%d", &a[i] );
    RMQ( n );

    while( q-- ) {
        int left, right;
        scanf( "%d%d", &left, &right );
        printf( "%d\n", query( left, right ) );
    }
    return 0;
}

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