Non-overlapping intervals / Merge Interval

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:

1. You may assume the interval's end point is always bigger than its start point.
2. 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.

思路
思路与merge interval一致

1. 通过Comparator对intervals进行排序，先按照区间的start升序，如果start相等再按照end升序排序
2. 如果后一个区间与前一个区间重合，那么说明后一区间需要去掉才能保证不重合，此时count+1.
3. 如果前后2个区间不重合，那么更新前一区间的起始范围，继续判断。

/**
 * 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; }
 * }
 */
class Solution {
    public int eraseOverlapIntervals(Interval[] intervals) {
        int count = 0;
        if (intervals == null || intervals.length == 0) {
            return count;
        }
        
        Arrays.sort(intervals, (o1, o2) -> o1.start == o2.start? o1.start - o2.start : o1.end - o2.end);
        
        Interval pre = intervals[0];
        
        for (int i = 1; i < intervals.length; i++) {
            if (intervals[i].start < pre.end) {
               // pre.end = Math.max(pre.end, intervals[i].end);
                count++;
                continue;
            } else {
                pre = intervals[i];   
            }
        }
        return count;
    }
}

Merge Intervals

思路

1. （考点）用comparator自定义sort的方式
2. 设置第0个元素为last interval，
3. 从intervals的第1个元素开始遍历intervals Array，每次为curInterval.
   • 比较，curInterval.start >= lastInterval.last ： 更新last interval的范围，此时并不向result中加入该更新的interval，因为后面后可能还有需要merge到当前interval的元素
   • 如，cur 与 last无重合：result.add(last); last = curInterval
4. ！！！记得把最后一个last加入到结果中

/**
 * Definition of Interval:
 * public class Interval {
 *     int start, end;
 *     Interval(int start, int end) {
 *         this.start = start;
 *         this.end = end;
 *     }
 */


public class Solution {
    /*
     * @param intervals: interval list.
     * @return: A new interval list.
     */
    public List merge(List intervals) {
        // write your code here
        // 1. ！！！用comparator自定义sort的方式（考点）
        // 2. 设置第0个元素为last interval，
        // 3. 从intervals的第1个元素开始遍历intervals Array，每次为curInterval
        // 比较，curInterval.start >= lastInterval.last =》 更新last interval的范围，此时并不向result中加入该更新的interval，因为后面后可能还有需要merge到当前interval的元素
        // 如，cur 与 last无重合：result.add(last); last = curInterval
        // 4. ！！！记得把最后一个last加入到结果中
        
        List result = new ArrayList();
        
        if (intervals == null || intervals.size() < 1) {
            return result;
        }
        
        //1. Sort intervals based on start
        Collections.sort(intervals, new intervalComparator());
        
        //2. merge
        Interval lastInt = intervals.get(0);
        
        for (int i = 1; i < intervals.size(); i++) {
            Interval curInt = intervals.get(i);
            if (curInt.start <= lastInt.end) { //last的end可能比cur的end更大，或小
                lastInt.end = Math.max(lastInt.end, curInt.end); 
            } else {
                result.add(lastInt);
                lastInt = curInt;
            }
        }
        
        //3. DONT forget the LAST lastInt
        result.add(lastInt);
        return result;
    }
}

//@override Comparator interface
class intervalComparator implements Comparator {
    public int compare(Interval o1, Interval o2) {
        return o1.start - o2.start;
    }
}