• LeetCode:149_Max Points on a line | 寻找一条直线上最多点的数量 | Hard


    题目:Max Points on a line

    Given n points on a 2D plane, find the maximum number of points that lie on the same straight line.

    这道题需要稍微转变一下思路,用斜率来实现,试想找在同一条直线上的点,怎么判断在一条直线上,唯一的方式也只有斜率可以完成,我开始没想到,后来看网友的思路才想到的,下面是简单的实现:
    其中有一点小技巧,利用map<double, int>来存储具有相同斜率值的的点的数量,简洁高效。

     1 /* 
     2     Definition for a point
     3 */
     4 // struct Point {
     5 //     int x;
     6 //     int y;
     7 //     Point():x(0),y(0) {}
     8 //     Point (int a, int b):x(0), y(0) {}
     9 // };
    10 
    11 int maxPoints(vector<Point> &points) {
    12     if (points.empty())
    13         return 0;
    14     if (points.size() <= 2) 
    15         return points.size();
    16 
    17     int numPoints = points.size();
    18     map<double, int> pmap;    //存储斜率-点数对应值
    19     int numMaxPoints = 0;
    20 
    21     for (int i = 0; i != numPoints - 1; ++i) {
    22         int numSamePoints = 0, numVerPoints = 0;  //针对每个点分别做处理
    23         
    24         pmap.clear();
    25         
    26         for (int j = i + 1; j != numPoints; ++j) {
    27             if(points[i].x != points[j].x) {
    28                 double slope = (double)(points[j].y - points[i].y) / (points[j].x - points[i].x);
    29                 if (pmap.find(slope) != pmap.end())
    30                     ++ pmap[slope];   //具有相同斜率值的点数累加
    31                 else 
    32                     pmap[slope] = 1;
    33             }
    34             else if (points[i].y == points[j].y) 
    35                 numSamePoints ++;   //重合的点
    36             else
    37                 numVerPoints ++;    //垂直的点
    38 
    39         }
    40         map<double, int>::iterator it = pmap.begin();
    41         for (; it != pmap.end(); ++ it) {
    42             if (it->second > numVerPoints)
    43                 numVerPoints = it->second;
    44         }
    45         if (numVerPoints + numSamePoints > numMaxPoints) 
    46             numMaxPoints = numVerPoints + numSamePoints;
    47     }
    48     return numMaxPoints + 1;
    49 }
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  • 原文地址:https://www.cnblogs.com/bakari/p/3995439.html
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