Max points on a line

Source: Internet
Author: User

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

For two points (x1, Y1) and (X2, Y2), the linear equation is: (x1-x2) * Y + (y2-y1) * x + x2 * y1-x1 * y2 = 0, that is: A * Y + B * x + c = 0.

Using the idea similar to breadth-first traversal, Q [I] stores the straight line between the I + 1 vertex and each vertex in the first I vertex, and the number of vertices passing through the straight line in the first I + 1 vertex, Q [I] [0] indicates the number of times that vertex I + 1 has already appeared.

Processing each element of the input sequence in turn, for the current element I, sequentially accessing each Q [k] (k = I-1, I-2 ,..., 0), traverse Q [k] To find the maximum number of vertices in the straight line determined by point I and point K, and save them in Q [I.

In the process of accessing Q [k] from the back, the next value of Q [I] [0] is updated when I and I are duplicated for the first time.

 1 class Line 2 { 3  public: 4     Line(): a(0), b(0), c(0), cnt(1) {} 5     ~Line(){} 6  public: 7     int a, b, c; 8     int cnt; 9 };10 11 class Solution {12 public:13     int maxPoints( vector<Point> &points ) {14         if( points.size() <= 2 ) { return points.size(); }15         vector<Line>* Q = new vector<Line>[points.size()];16         Q[0].resize(1);17         int max_num = 2;18         Line optimal;19         for( int i = 1; i < points.size(); ++i ) {20             Q[i].resize(1);21             for( int j = i-1; j >= 0; --j ) {22                 optimal.a = points[i].x-points[j].x;23                 optimal.b = points[j].y-points[i].y;24                 optimal.c = points[j].x*points[i].y-points[i].x*points[j].y;25                 if( points[i].x == points[j].x && points[i].y == points[j].y ) {26                     if( Q[i][0].cnt == 1 ) { Q[i][0].cnt = Q[j][0].cnt+1; }27                     else { continue; }28                     optimal.cnt = Q[i][0].cnt;29                     for( size_t ID = 1; ID != Q[j].size(); ++ID ) {30                         Line& aLine = Q[j][ID];31                         if( aLine.a*points[i].y + aLine.b*points[i].x + aLine.c == 0 ) {32                             if( optimal.cnt <= aLine.cnt+1 ) { optimal = aLine; ++optimal.cnt; }33                         }34                     }35                 } else {36                     optimal.cnt = 2;37                     for( size_t ID = 0; ID != Q[j].size(); ++ID ) {38                         Line& aLine = Q[j][ID];39                         if( aLine.a*points[i].y + aLine.b*points[i].x + aLine.c == 0 ) {40                             if( optimal.cnt < aLine.cnt+1 ) { optimal.cnt = aLine.cnt+1; }41                         }42                     }43                 }44                 if( max_num < optimal.cnt ) { max_num = optimal.cnt; }45                 Q[i].push_back( optimal );46             }47         }48         delete[] Q;49         return max_num;50     }51 };

 

Contact Us

The content source of this page is from Internet, which doesn't represent Alibaba Cloud's opinion; products and services mentioned on that page don't have any relationship with Alibaba Cloud. If the content of the page makes you feel confusing, please write us an email, we will handle the problem within 5 days after receiving your email.

If you find any instances of plagiarism from the community, please send an email to: info-contact@alibabacloud.com and provide relevant evidence. A staff member will contact you within 5 working days.

A Free Trial That Lets You Build Big!

Start building with 50+ products and up to 12 months usage for Elastic Compute Service

  • Sales Support

    1 on 1 presale consultation

  • After-Sales Support

    24/7 Technical Support 6 Free Tickets per Quarter Faster Response

  • Alibaba Cloud offers highly flexible support services tailored to meet your exact needs.