Given a collection of intervals, find the minimum number of intervals you need to remove to make the rest of the intervals non-overlapping.
Note:
- You may assume the interval’s end point is always bigger than its start point.
- Intervals like [1,2] and [2,3] have borders “touching” but they don’t overlap each other.
Example 1:
Input: [ [1,2], [2,3], [3,4], [1,3] ] Output: 1 Explanation: [1,3] can be removed and the rest of intervals are non-overlapping.
Example 2:
Input: [ [1,2], [1,2], [1,2] ] Output: 2 Explanation: You need to remove two [1,2] to make the rest of intervals non-overlapping.
Example 3:
Input: [ [1,2], [2,3] ] Output: 0 Explanation: You don't need to remove any of the intervals since they're already non-overlapping.
这道题给了我们一堆区间,让我们求需要至少移除多少个区间才能使剩下的区间没有重叠,那么我们首先要给区间排序,根据每个区间的start来做升序排序,然后我们开始要查找重叠区间,判断方法是看如果前一个区间的end大于后一个区间的start,那么一定是重复区间,此时我们结果res自增1,我们需要删除一个,那么此时我们究竟该删哪一个呢,为了保证我们总体去掉的区间数最小,我们去掉那个end值较大的区间,而在代码中,我们并没有真正的删掉某一个区间,而是用一个变量last指向上一个需要比较的区间,我们将last指向end值较小的那个区间;如果两个区间没有重叠,那么此时last指向当前区间,继续进行下一次遍历,参见代码如下:
解法一:
class Solution { public: int eraseOverlapIntervals(vector<Interval>& intervals) { int res = 0, n = intervals.size(), last = 0; sort(intervals.begin(), intervals.end(), [](Interval& a, Interval& b){return a.start < b.start;}); for (int i = 1; i < n; ++i) { if (intervals[i].start < intervals[last].end) { ++res; if (intervals[i].end < intervals[last].end) last = i; } else { last = i; } } return res; } };
我们也可以对上面代码进行简化,主要利用三元操作符来代替if从句,参见代码如下:
解法二:
class Solution { public: int eraseOverlapIntervals(vector<Interval>& intervals) { if (intervals.empty()) return 0; sort(intervals.begin(), intervals.end(), [](Interval& a, Interval& b){return a.start < b.start;}); int res = 0, n = intervals.size(), endLast = intervals[0].end; for (int i = 1; i < n; ++i) { int t = endLast > intervals[i].start ? 1 : 0; endLast = t == 1 ? min(endLast, intervals[i].end) : intervals[i].end; res += t; } return res; } };
类似题目:
Data Stream as Disjoint Intervals
参考资料:
https://discuss.leetcode.com/topic/65629/concise-c-solution
https://discuss.leetcode.com/topic/65583/o-nlogn-java-solution