LeetCode – Max Points on a Line (Java)

Category: Algorithms >> Interview >> Java April 16, 2014

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

Analysis

This problem can be solve by counting points that have the same slope for each point. When counting, we need to be careful about the duplicate points and points on the vertical lines.

Java Solution

public int maxPoints(Point[] points) {
    if(points == null || points.length == 0) return 0;
 
    HashMap<Double, Integer> result = new HashMap<Double, Integer>();
    int max=0;
 
    for(int i=0; i<points.length; i++){
        int duplicate = 1;//
        int vertical = 0;
        for(int j=i+1; j<points.length; j++){
            //handle duplicates and vertical
            if(points[i].x == points[j].x){
                if(points[i].y == points[j].y){
                    duplicate++;
                }else{
                    vertical++;
                }
            }else{
                double slope = points[j].y == points[i].y ? 0.0
				        : (1.0 * (points[j].y - points[i].y))
						/ (points[j].x - points[i].x);
 
                if(result.get(slope) != null){
                    result.put(slope, result.get(slope) + 1);
                }else{
                    result.put(slope, 1);
                }
            }
        }
 
        for(Integer count: result.values()){
            if(count+duplicate > max){
                max = count+duplicate;
            }
        }
 
        max = Math.max(vertical + duplicate, max);
        result.clear();
    }
 
 
    return max;
}

The relation between normal cases, vertical cases and duplicate cases can be shown as follows:
max-points-on-a-line-leetcode

Category >> Algorithms >> Interview >> Java

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Raj

this fails for [[0,0],[94911151,94911150],[94911152,94911151]]
William Kuo

Because the point itself is counted in duplicate. Otherwise, the point would not be counted in the line based on itself.
בן

This will work also when two lines are parallel. Notice that the hashmap is deleted for each point, therefore saving the slopes is only valid to the current point we are looking at
R. Wang

Why should the “duplicate” variable be initialized “1” instead of “0”?
Andre

Valid point.. has anyone found solution to parallel lines case?
Mukul Jain

This solution is not right. As Aditya and AR pointed out below. Just comparing slop is not enough ..also double as key will not work as well ?
Aditya

What happens when two lines are parallel. They have the same slope but are not collinear?
Robert Wagner

the coursera course by princeton “Algorithms: I” by Sedgewick has this as its 2nd programming assignment, and the correct solution is O(n^2 lg n) but also outputs a list of vectors of the collinear line segments, not just counting the # of points in a line
AR

This is clearly wrong. If you are storing the slope as a double you might never get a match for certain cases. We should store it in fractional form of p/q.
Vishlesh Patel

I believe time complexity here is O(n^3). Can we reduce it to O(n^2)?
SS

what is the “1.0” for? I forgot this part the it stuck at 20/27 test case.
SS

double slope = points[j].y == points[i].y ? 0.0 : (1.0 * (points[j].y - points[i].y)) / (points[j].x - points[i].x);
Arnaud Hebert

When there is no match for result.get(slope), you better initialize with 2: result.put(slope, 2);
There is at least 2 points for each line.

LeetCode – Max Points on a Line (Java)

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