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253. Meeting Rooms II

时间:2015-12-02 14:10:30      阅读:145      评论:0      收藏:0      [点我收藏+]

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题目:

Given an array of meeting time intervals consisting of start and end times [[s1,e1],[s2,e2],...] (si < ei), find the minimum number of conference rooms required.

For example,
Given [[0, 30],[5, 10],[15, 20]],
return 2.

链接: http://leetcode.com/problems/meeting-rooms-ii/

题解:

给定一个interval数组,求最少需要多少间教室。初始想法是扫描线算法sweeping-line algorithm,先把数组排序,之后维护一个min-oriented heap。遍历排序后的数组,每次把interval[i].end加入到heap中,然后比较interval.start与pq.peek(),假如interval[i].start >= pq.peek(),说明pq.peek()所代表的这个meeting已经结束,我们可以从heap中把这个meeting的end time移除,继续比较下一个pq.peek()。比较完毕之后我们尝试更新maxOverlappingMeetings。 像扫描线算法和heap还需要好好复习, 直线,矩阵的相交也可以用扫描线算法。

Time Complexity - O(nlogn), Space Complexity - O(n)

/**
 * Definition for an interval.
 * public class Interval {
 *     int start;
 *     int end;
 *     Interval() { start = 0; end = 0; }
 *     Interval(int s, int e) { start = s; end = e; }
 * }
 */
public class Solution {
    public int minMeetingRooms(Interval[] intervals) {
        if(intervals == null || intervals.length == 0)
            return 0;
        
        Arrays.sort(intervals, new Comparator<Interval>() {
            public int compare(Interval t1, Interval t2) {
                if(t1.start != t2.start)
                    return t1.start - t2.start;
                else
                    return t1.end - t2.end;
            }
        });
        
        int maxOverlappingMeetings = 0;
        PriorityQueue<Integer> pq = new PriorityQueue<>();      // min oriented priority queue
        
        for(int i = 0; i < intervals.length; i++) {         // sweeping-line algorithms
            pq.add(intervals[i].end);
            while(pq.size() > 0 && intervals[i].start >= pq.peek())
                pq.remove();
                
            maxOverlappingMeetings = Math.max(maxOverlappingMeetings, pq.size());
        }
        
        return maxOverlappingMeetings;
    }
}

 

Reference:

 

253. Meeting Rooms II

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原文地址:http://www.cnblogs.com/yrbbest/p/5012534.html

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