• 8.5贪心策略例题:区间选点问题


    // 数轴上有n个闭区间[ai,bi]。取尽量少的点,使得每个区间内都至少有一个点(不同区间内含的点可以是同一个)。
    /*
    Intervals
    You are given n closed, integer intervals [ai, bi] and n integers c1, ..., cn.
    Write a program that:
    reads the number of intervals, their end points and integers c1, ..., cn from the standard input,
    computes the minimal size of a set Z of integers which has at least ci common elements with interval [ai, bi], for each i=1,2,...,n,
    writes the answer to the standard output.

    Input
    The first line of the input contains an integer n (1 <= n <= 50000) -- the number of intervals.
    The following n lines describe the intervals. The (i+1)-th line of the input contains three integers ai,
    bi and ci separated by single spaces and such that 0 <= ai <= bi <= 50000 and 1 <= ci <= bi - ai+1.

    Output
    The output contains exactly one integer equal to the minimal size of set Z
    sharing at least ci elements with interval [ai, bi], for each i=1,2,...,n.
    Sample Input
    5
    3 7 3
    8 10 3
    6 8 1
    1 3 1
    10 11 1
    Sample Output
    6
     */
    //POJ1201

    思路:
    每次先选单个区间最后一个点,这样更容易包含其它区间,取尽量少的点

     1 import java.util.Arrays;
     2 import java.util.Scanner;
     3 
     4 public class Eight_5贪心策略例题_区间选点问题 {
     5     private static class Interval implements Comparable<Interval>{
     6         int s;
     7         int t;
     8         int c;
     9         
    10         public Interval(int s, int t, int c) {
    11             this.s = s;
    12             this.t = t;
    13             this.c = c;
    14         }
    15 
    16         @Override
    17         public int compareTo(Interval other) {
    18             int x = this.t - other.t;
    19             if(x == 0)
    20                 return this.s - other.s;
    21             else
    22                 return x;
    23         }
    24     }
    25     
    26     /**
    27      * 统计axis上s-t区间已经有多少个点被选中
    28      */
    29     private static int sum(int[] axis, int s, int t){
    30         int sum = 0;
    31         for(int i = s; i <= t; i++){
    32             sum += axis[i];
    33         }
    34         return sum;
    35     }
    36     public static void main(String[] args) {
    37         Scanner in = new Scanner(System.in);
    38         int n = in.nextInt();
    39         Interval[] intervals = new Interval[n];
    40         for(int i = 0; i < n; i++){
    41             intervals[i] = new Interval(in.nextInt(), in.nextInt(), in.nextInt());
    42         }
    43         Arrays.sort(intervals);    //按区间右端点排序
    44         
    45         int max = intervals[n-1].t;    //右端最大值
    46         int[] axis = new int[max+1];    //标记数轴上的点是否已经被选中
    47         //int[] sums = new int[max+1];
    48         for(int i = 0; i < n; i++){
    49             //1.查阅区间中有多少个点
    50             int s = intervals[i].s; //起点
    51             int t = intervals[i].t; //终点
    52             int cnt = sum(axis, s, t);    //找到这个区间已经选点的数量,sum[t]-sum[s-1];低效率
    53                 
    54             //2.如果不够,从区间右端开始标记,遇标记过的就跳过
    55             intervals[i].c -= cnt; //需要新增的点的数量
    56             while(intervals[i].c > 0){
    57                 if(axis[t] == 0){ //从区间终点开始选点
    58                     axis[t] = 1;
    59                     intervals[i].c--;    //进一步减少需要新增的数量
    60                     t--;
    61                 }else{    //如果这个点已经被选过了
    62                     t--;
    63                 }
    64             }
    65         }
    66         System.out.println(sum(axis, 0, max));
    67     }
    68 }
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  • 原文地址:https://www.cnblogs.com/GrnLeaf/p/12751351.html
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