Graham scan algorithm (#3903)
* Added Graham scan algorithm #3894 * Added Graham scan algorithm (#3894) --------- Co-authored-by: Stronshade <diegobrocker1999@gmail.com>
This commit is contained in:
parent
be13981e94
commit
6d13d95e41
155
src/main/java/com/thealgorithms/geometry/GrahamScan.java
Normal file
155
src/main/java/com/thealgorithms/geometry/GrahamScan.java
Normal file
@ -0,0 +1,155 @@
|
|||||||
|
package com.thealgorithms.geometry;
|
||||||
|
|
||||||
|
import java.util.Arrays;
|
||||||
|
import java.util.Comparator;
|
||||||
|
import java.util.Stack;
|
||||||
|
|
||||||
|
/*
|
||||||
|
* A Java program that computes the convex hull using the Graham Scan algorithm
|
||||||
|
* In the best case, time complexity is O(n), while in the worst case, it is log(n).
|
||||||
|
* O(n) space complexity
|
||||||
|
*
|
||||||
|
* This algorithm is only applicable to integral coordinates.
|
||||||
|
*
|
||||||
|
* Reference:
|
||||||
|
* https://github.com/TheAlgorithms/C-Plus-Plus/blob/master/geometry/graham_scan_algorithm.cpp
|
||||||
|
* https://github.com/TheAlgorithms/C-Plus-Plus/blob/master/geometry/graham_scan_functions.hpp
|
||||||
|
* https://algs4.cs.princeton.edu/99hull/GrahamScan.java.html
|
||||||
|
*/
|
||||||
|
public class GrahamScan {
|
||||||
|
private final Stack<Point> hull = new Stack<>();
|
||||||
|
|
||||||
|
public GrahamScan(Point[] points) {
|
||||||
|
|
||||||
|
/*
|
||||||
|
* pre-process the points by sorting them with respect to the bottom-most point, then we'll push the
|
||||||
|
* first point in the array to be our first extreme point.
|
||||||
|
*/
|
||||||
|
Arrays.sort(points);
|
||||||
|
Arrays.sort(points, 1, points.length, points[0].polarOrder());
|
||||||
|
hull.push(points[0]);
|
||||||
|
|
||||||
|
// find index of first point not equal to a[0] (indexPoint1) and the first point that's not
|
||||||
|
// collinear with either (indexPoint2).
|
||||||
|
int indexPoint1;
|
||||||
|
for (indexPoint1 = 1; indexPoint1 < points.length; indexPoint1++)
|
||||||
|
if (!points[0].equals(points[indexPoint1])) break;
|
||||||
|
if (indexPoint1 == points.length) return;
|
||||||
|
|
||||||
|
int indexPoint2;
|
||||||
|
for (indexPoint2 = indexPoint1+1; indexPoint2 < points.length; indexPoint2++)
|
||||||
|
if (Point.orientation(points[0], points[indexPoint1], points[indexPoint2]) != 0) break;
|
||||||
|
hull.push(points[indexPoint2-1]);
|
||||||
|
|
||||||
|
// Now we simply add the point to the stack based on the orientation.
|
||||||
|
for (int i = indexPoint2; i < points.length; i++) {
|
||||||
|
Point top = hull.pop();
|
||||||
|
while (Point.orientation(hull.peek(), top, points[i]) <= 0) {
|
||||||
|
top = hull.pop();
|
||||||
|
}
|
||||||
|
hull.push(top);
|
||||||
|
hull.push(points[i]);
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* @return A stack of points representing the convex hull.
|
||||||
|
*/
|
||||||
|
public Iterable<Point> hull() {
|
||||||
|
Stack<Point> s = new Stack<>();
|
||||||
|
for (Point p : hull) s.push(p);
|
||||||
|
return s;
|
||||||
|
}
|
||||||
|
|
||||||
|
public record Point(int x, int y) implements Comparable<Point> {
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Default constructor
|
||||||
|
* @param x x-coordinate
|
||||||
|
* @param y y-coordinate
|
||||||
|
*/
|
||||||
|
public Point { }
|
||||||
|
|
||||||
|
/**
|
||||||
|
* @return the x-coordinate
|
||||||
|
*/
|
||||||
|
@Override
|
||||||
|
public int x() {
|
||||||
|
return x;
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* @return the y-coordinate
|
||||||
|
*/
|
||||||
|
@Override
|
||||||
|
public int y() { return y; }
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Finds the orientation of ordered triplet.
|
||||||
|
*
|
||||||
|
* @param a Co-ordinates of point a <int, int>
|
||||||
|
* @param b Co-ordinates of point a <int, int>
|
||||||
|
* @param c Co-ordinates of point a <int, int>
|
||||||
|
* @return { -1, 0, +1 } if a -→ b -→ c is a { clockwise, collinear; counterclockwise } turn.
|
||||||
|
*/
|
||||||
|
public static int orientation(Point a, Point b, Point c) {
|
||||||
|
int val = (b.x - a.x) * (c.y - a.y) - (b.y - a.y) * (c.x - a.x);
|
||||||
|
if (val == 0) {
|
||||||
|
return 0;
|
||||||
|
}
|
||||||
|
return (val > 0) ? +1 : -1;
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* @param p2 Co-ordinate of point to compare to.
|
||||||
|
* This function will compare the points and will return a positive integer it the
|
||||||
|
* point is greater than the argument point and a negative integer if the point is
|
||||||
|
* less than the argument point.
|
||||||
|
*/
|
||||||
|
public int compareTo(Point p2) {
|
||||||
|
if (this.y < p2.y) return -1;
|
||||||
|
if (this.y > p2.y) return +1;
|
||||||
|
if (this.x < p2.x) return -1;
|
||||||
|
if (this.x > p2.x) return +1;
|
||||||
|
return 0;
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* A helper function that will let us sort points by their polar order
|
||||||
|
* This function will compare the angle between 2 polar Co-ordinates
|
||||||
|
*
|
||||||
|
* @return the comparator
|
||||||
|
*/
|
||||||
|
public Comparator<Point> polarOrder() {
|
||||||
|
return new PolarOrder();
|
||||||
|
}
|
||||||
|
|
||||||
|
private class PolarOrder implements Comparator<Point> {
|
||||||
|
public int compare(Point p1, Point p2) {
|
||||||
|
int dx1 = p1.x - x;
|
||||||
|
int dy1 = p1.y - y;
|
||||||
|
int dx2 = p2.x - x;
|
||||||
|
int dy2 = p2.y - y;
|
||||||
|
|
||||||
|
if (dy1 >= 0 && dy2 < 0) return -1; // q1 above; q2 below
|
||||||
|
else if (dy2 >= 0 && dy1 < 0) return +1; // q1 below; q2 above
|
||||||
|
else if (dy1 == 0 && dy2 == 0) { // 3-collinear and horizontal
|
||||||
|
if (dx1 >= 0 && dx2 < 0) return -1;
|
||||||
|
else if (dx2 >= 0 && dx1 < 0) return +1;
|
||||||
|
else return 0;
|
||||||
|
} else return -orientation(Point.this, p1, p2); // both above or below
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Override of the toString method, necessary to compute the difference
|
||||||
|
* between the expected result and the derived result
|
||||||
|
*
|
||||||
|
* @return a string representation of any given 2D point in the format (x, y)
|
||||||
|
*/
|
||||||
|
@Override
|
||||||
|
public String toString() {
|
||||||
|
return "(" + x + ", " + y + ")";
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
19
src/test/java/com/thealgorithms/geometry/GrahamScanTest.java
Normal file
19
src/test/java/com/thealgorithms/geometry/GrahamScanTest.java
Normal file
@ -0,0 +1,19 @@
|
|||||||
|
package com.thealgorithms.geometry;
|
||||||
|
|
||||||
|
import org.junit.jupiter.api.Test;
|
||||||
|
|
||||||
|
import static org.junit.jupiter.api.Assertions.assertEquals;
|
||||||
|
|
||||||
|
public class GrahamScanTest {
|
||||||
|
@Test
|
||||||
|
void testGrahamScan() {
|
||||||
|
GrahamScan.Point[] points = {new GrahamScan.Point(0, 3), new GrahamScan.Point(1, 1),
|
||||||
|
new GrahamScan.Point(2, 2), new GrahamScan.Point(4, 4),
|
||||||
|
new GrahamScan.Point(0, 0), new GrahamScan.Point(1, 2),
|
||||||
|
new GrahamScan.Point(3, 1), new GrahamScan.Point(3, 3)};
|
||||||
|
String expectedResult = "[(0, 0), (3, 1), (4, 4), (0, 3)]";
|
||||||
|
|
||||||
|
GrahamScan graham = new GrahamScan(points);
|
||||||
|
assertEquals(expectedResult, graham.hull().toString());
|
||||||
|
}
|
||||||
|
}
|
Loading…
Reference in New Issue
Block a user