Max Points on a Line

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

大意为：给定二维平面的一组points，从中找出在同一直线上的最多的点的数量并返回

最直白最简单的算法是采用遍历法，用两层遍历，先从中选定一个点，再遍历所有的点，找出与其斜率相等的点，然后更新定义的maxNum。最后即得到答案。

大致步骤为：

                1.第一层遍历选中一个点a(x1, y1)

                2.第二层遍历所有的点b(x2,y2)，若

                                                            1）x1 = x2且 y1 = y2，将samepoints++(自己声明的变量，表示相同点的个数);

                                                            2）x1 = x2且y1 != y2, 将其斜率置为INT_MAX，并将其对应的点数加一

                                                            3）k = (float)(y1 - y2)/(x1 - x2),将k对应的点数加一

               3.一次循环结束，更新maxNum = MAX（（K）对应的点数 + samepoints）

               4.所有循环结束，返回maxNum即可。

/**
 * Definition for a point.
 * struct Point {
 *     int x;
 *     int y;
 *     Point() : x(0), y(0) {}
 *     Point(int a, int b) : x(a), y(b) {}
 * };
 */

//自己声明的一个结构体
 struct element
 {
　　float k;
     int kNum;
     element():k(0.0), kNum(0){}
 };
 
class Solution {
public:
    int maxPoints(vector<Point>& points) {
        int maxNum = 0;
        bool IsFind = false;
        
        for(int i= 0; i < points.size(); i++)
        {
            //同位置的点
            int samePoint = 0;  
            //存储元素
            vector<struct element> kVec;
            
            for(int j = 0; j < points.size(); j++)
            {
                //同点
                if(points[i].y == points[j].y && points[i].x == points[j].x)
                {
                    samePoint++;
                }
                //无k
                else if(points[i].x == points[j].x)
                {
                    for(int m = 0; m < kVec.size(); m++)
                    {
                        if(kVec[m].k == INT_MAX)
                        {
                            kVec[m].kNum++;
                            IsFind = true;
                            break;
                        }
                    }
                    if(!IsFind)
                    {
                        struct element el;
                        el.k = INT_MAX;
                        el.kNum = 1;
                        kVec.push_back(el);
                    }
                    else
                    {
                        IsFind = false;
                    }
                }
                
                //正常情况
                else
                {
                    float k = (float)(points[j].y - points[i].y) / (points[j].x - points[i].x);
                    for(int m = 0; m < kVec.size(); m++)
                    {
                        if(kVec[m].k == k)
                        {
                            kVec[m].kNum++;
                            IsFind = true;
                            break;
                        }
                    }
                    if(!IsFind)
                    {
                        struct element el;
                        el.k = k;
                        el.kNum = 1;
                        kVec.push_back(el);
                    }
                    else
                    {
                        IsFind = false;
                    }
                }
            }
            
            if(kVec.empty())
                return samePoint;
            //找最大的
            for(int i = 0; i < kVec.size(); i++)
            {
                if(maxNum < kVec[i].kNum + samePoint)
                {
                    maxNum = kVec[i].kNum + samePoint;
                }
            }
        }
        return maxNum;
    }
};

　　1.本题虽然解出来了，但是有一定的局限，即假定了k没有取到INT_MAX(代码中将其作为K为无穷时的斜率)的取值，并且假定k在float的取值范围内。不过在LeetCode平台能通过，那就是满足题目要求。

　　2.本题还可以利用c++STL中的map来存储k对应点的个数，即声明一个map<float， int>的变量，详细解答及代码可参见博文http://blog.csdn.net/doc_sgl/article/details/17103427

Max Points on a Line

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原文地址：http://www.cnblogs.com/YJthua-china/p/5042293.html