Given an array of intervals intervals where intervals[i] = [starti, endi], return the minimum number of intervals you need to remove to make the rest of the intervals non-overlapping.
Example 1:
Input: intervals = [[1,2],[2,3],[3,4],[1,3]]
Output: 1
Explanation: [1,3] can be removed and the rest of the intervals are non-overlapping.
Example 2:
Input: intervals = [[1,2],[1,2],[1,2]]
Output: 2
Explanation: You need to remove two [1,2] to make the rest of the intervals non-overlapping.
Example 3:
Input: intervals = [[1,2],[2,3]]
Output: 0
Explanation: You don’t need to remove any of the intervals since they’re already non-overlapping.
Constraints:
1 <= intervals.length <= 105
intervals[i].length == 2
-5 * 104 <= starti < endi <= 5 * 104
Greedy Algorithms
bool compare(vector<int> & a, vector<int> & b);
class Solution {
public:
int eraseOverlapIntervals(vector<vector<int>>& intervals) {
sort(intervals.begin(), intervals.end(),compare );
int maxNum=0;
int end =intervals[0][0];
for(int i=0;i<intervals.size();i++)
{
if(end<= intervals[i][0])
{
maxNum++;
end = intervals[i][1];
//cout<< " [ "<< curinterval[0] << " , "<< curinterval[1]<<" ]"<< endl;
}
}
return intervals.size() - maxNum;
}
};
bool compare(vector<int> & a, vector<int> & b)
{
if(a[1]==b[1])
{
return (a[1] - a[0])< (b[1] - b[0]);
}
return a[1]<b[1];
}
bool compare(vector<int> & a, vector<int> & b);
class Solution {
public:
int eraseOverlapIntervals(vector<vector<int>>& intervals) {
sort(intervals.begin(), intervals.end(),compare );
int maxNum=0;
int begin =intervals[0][1];
for(int i=0;i<intervals.size();i++)
{
if(begin>= intervals[i][1])
{
maxNum++;
begin = intervals[i][0];
cout<< " [ "<< intervals[i][0] << " , "<< intervals[i][1]<<" ]"<< endl;
}
}
return intervals.size() - maxNum;
}
};
bool compare(vector<int> & a, vector<int> & b)
{
return a[0]>b[0];
}
We shall complete the process of developing a greedy solution by converting the recursive algorithmto an iterative one.
参考文献
https://edutechlearners.com/download/Introduction_to_algorithms-3rd%20Edition.pdf
https://leetcode.com/problems/non-overlapping-intervals/solutions/3785409/beat-s-100-c-java-python-beginner-friendly