Interval

作者: ziru_SUN | 来源:发表于2018-02-26 12:24 被阅读0次

    732. My Calendar III

    Implement a MyCalendarThree class to store your events. A new event can always be added.

    Your class will have one method, book(int start, int end). Formally, this represents a booking on the half open interval [start, end), the range of real numbers x such that start <= x < end.

    A K-booking happens when K events have some non-empty intersection (ie., there is some time that is common to all K events.)

    For each call to the method MyCalendar.book, return an integer K representing the largest integer such that there exists a K-booking in the calendar.

    Your class will be called like this: MyCalendarThree cal = new MyCalendarThree(); MyCalendarThree.book(start, end)
    Example 1:
    MyCalendarThree();
    MyCalendarThree.book(10, 20); // returns 1
    MyCalendarThree.book(50, 60); // returns 1
    MyCalendarThree.book(10, 40); // returns 2
    MyCalendarThree.book(5, 15); // returns 3
    MyCalendarThree.book(5, 10); // returns 3
    MyCalendarThree.book(25, 55); // returns 3
    Explanation:
    The first two events can be booked and are disjoint, so the maximum K-booking is a 1-booking.
    The third event [10, 40) intersects the first event, and the maximum K-booking is a 2-booking.
    The remaining events cause the maximum K-booking to be only a 3-booking.
    Note that the last event locally causes a 2-booking, but the answer is still 3 because
    eg. [10, 20), [10, 40), and [5, 15) are still triple booked.

    K-booking 就是说有K个区间彼此重叠。
    Interval题关键是要按照开始时间排序,然后再做操作。这道题比较巧妙,利用treemap排序,开始结束时间作为key,开始时间value+1,结束时间value-1。然后遍历树,比如[5, 10] [8, 12],count是1,2,1,0,所以这两个区间重叠,因为第一个没结束第二个就开始了。

    class MyCalendarThree {
        TreeMap<Integer, Integer> timeline;
        public MyCalendarThree() {
            timeline = new TreeMap<>();
        }
        
        public int book(int s, int e) {
            timeline.put(s, timeline.getOrDefault(s, 0) + 1); // 1 new event will be starting at [s]
            timeline.put(e, timeline.getOrDefault(e, 0) - 1); // 1 new event will be ending at [e];
            int ongoing = 0, k = 0;
            for (int v : timeline.values())
                k = Math.max(k, ongoing += v);
            return k;
        }
    }
    

    57. Insert Interval

    Given intervals [1,3],[6,9], insert and merge [2,5] in as [1,5],[6,9]

    分析出三种情况很重要,
    1 有交集(交集的子情况也比较多,但两种不相交比较好找),就把待merge数组的start end,再继续去merge
    2 interval在待merge数组的前面,把interval加进result
    3 interval在待merge数组的后面,把两个数组都加进result,并把merge数组改成null,之后都不管了
    最后别忘了如果merge数组不是null的话 将其加入result

    // 如果没有排过序
    Collections.sort(list, new Comparator<Interval> {
    @override
    public int compare(Interval i1, Intervali2) {
     return i1.start -i2.start;
    }
    });
    

    253. Meeting Rooms II

    Sweep line

    759. Employee Free Time

    We are given a list schedule of employees, which represents the working time for each employee.

    Each employee has a list of non-overlapping Intervals, and these intervals are in sorted order.

    Return the list of finite intervals representing common, positive-length free time for all employees, also in sorted order.

    Example 1:
    Input: schedule = [[[1,2],[5,6]],[[1,3]],[[4,10]]]
    Output: [[3,4]]
    Explanation:
    There are a total of three employees, and all common
    free time intervals would be [-inf, 1], [3, 4], [10, inf].
    We discard any intervals that contain inf as they aren't finite.

    Sweep Line视频
    http://zxi.mytechroad.com/blog/geometry/leetcode-759-employee-free-time/
    Keep track of 最大的结束时间,进行merge

        public List<Interval> employeeFreeTime(List<List<Interval>> schedule) {
            List<Interval> list = new ArrayList<>();
            List<Interval> res = new ArrayList<>();
            // flatten intervals to sort
            for (List<Interval> temp : schedule) {
                for (Interval i : temp) {
                    list.add(i);
                }
            }
            // sort intervals by star time in increasing order
     
            Comparator<Interval> c = (i1, i2) -> i1.start - i2.start;
            // (a, b) -> a[0] != b[0] ? a[0]-b[0] : a[1]-b[1]
            Collections.sort(list, c);
            // sweep line
            int max_end = list.get(0).end;
            for (int i = 1; i < list.size(); i++) {
                int start = list.get(i).start;
                int end = list.get(i).end;
                if (start < max_end) {
                    // has overlap, so merge these two intervals
                    
                } else {
                    // if no overlap
                    if (max_end < start)
                        res.add(new Interval(max_end, start));                
                }
                // then update max_end
                max_end = Math.max(max_end, end);                                    
            }
            return res;
        }
    

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