MediumLeetCode #56Intervals
Merge Intervals
Given an array of intervals where intervals[i] = [starti, endi], merge all overlapping intervals, and return an array of the non-overlapping intervals that cover all the intervals in the input.
Constraints
1 <= intervals.length <= 10^4, intervals[i].length == 2
Examples
Input: intervals = [[1,3],[2,6],[8,10],[15,18]]
Output: [[1,6],[8,10],[15,18]]
Solution Approach
Sort by start point. Merge overlapping intervals by comparing start with previous end.
Implementation
def merge(intervals):
if not intervals:
return []
intervals.sort()
merged = [intervals[0]]
for current in intervals[1:]:
if current[0] <= merged[-1][1]:
merged[-1][1] = max(merged[-1][1], current[1])
else:
merged.append(current)
return mergedComplexity Analysis
Time Complexity
O(n log n)Space Complexity
O(1)Key Learning Points
Sort by start timeCompare overlapsTrack merged result
Related Problems to Practice
Merge IntervalsInsert IntervalMeeting Rooms
Complexity
Time:O(n log n)
Space:O(1)
Hints
- 1.Sort intervals by start time
- 2.Two intervals overlap if second starts before first ends
- 3.Merge by extending end time
Asked at
Google