找到给定点集的简单闭合路径

给定一组点,连接点而不交叉。

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Simple Closed Path for a given set of points 1 Simple Closed Path for a given set of points 2

例子:

Input: points[] = {(0, 3), (1, 1), (2, 2), (4, 4),
                   (0, 0), (1, 2), (3, 1}, {3, 3}};

Output: Connecting points in following order would
        not cause any crossing
       {(0, 0), (3, 1), (1, 1), (2, 2), (3, 3),
        (4, 4), (1, 2), (0, 3)}

我们强烈建议您尽量减少浏览器,并先自己尝试。 这个想法是使用排序。

  • 通过比较所有点的y坐标找到最底部的点。如果有两个点具有相同的y值,则考虑具有较小x坐标值的点。将最底部的点放在第一个位置。

find the bottom-most point by comparing y coordinate of all points

  • 考虑其余的N-1点并用POLR角按点逆时针排序(0)。如果两点的马球角度相同,那么先把最近的一点放在第一位。
  • 遍历排序的数组(按角度的递增顺序排序)会产生简单的闭合路径。

traversing the sorted array

如何计算角度? 一种解决方案是使用三角函数。 观察:我们不关心角度的实际值。我们只想按角度排序。 想法:使用 方向 在不计算角度的情况下比较角度!

下面是C++实现上述思想。

C++

// A C++ program to find simple closed path for n points
// for explanation of orientation()
#include <bits/stdc++.h>
using namespace std;
struct Point
{
int x, y;
};
// A global point needed for  sorting points with reference
// to the first point. Used in compare function of qsort()
Point p0;
// A utility function to swap two points
int swap(Point &p1, Point &p2)
{
Point temp = p1;
p1 = p2;
p2 = temp;
}
// A utility function to return square of distance between
// p1 and p2
int dist(Point p1, Point p2)
{
return (p1.x - p2.x)*(p1.x - p2.x) +
(p1.y - p2.y)*(p1.y - p2.y);
}
// To find orientation of ordered triplet (p, q, r).
// The function returns following values
// 0 --> p, q and r are collinear
// 1 --> Clockwise
// 2 --> Counterclockwise
int orientation(Point p, Point q, Point r)
{
int val = (q.y - p.y) * (r.x - q.x) -
(q.x - p.x) * (r.y - q.y);
if (val == 0) return 0; // collinear
return (val > 0)? 1: 2; // clockwise or counterclock wise
}
// A function used by library function qsort() to sort
//  an array of points with respect to the first point
int compare( const void *vp1, const void *vp2)
{
Point *p1 = (Point *)vp1;
Point *p2 = (Point *)vp2;
// Find orientation
int o = orientation(p0, *p1, *p2);
if (o == 0)
return (dist(p0, *p2) >= dist(p0, *p1))? -1 : 1;
return (o == 2)? -1: 1;
}
// Prints simple closed path for a set of n points.
void printClosedPath(Point points[], int n)
{
// Find the bottommost point
int ymin = points[0].y, min = 0;
for ( int i = 1; i < n; i++)
{
int y = points[i].y;
// Pick the bottom-most. In case of tie, chose the
// left most point
if ((y < ymin) || (ymin == y &&
points[i].x < points[min].x))
ymin = points[i].y, min = i;
}
// Place the bottom-most point at first position
swap(points[0], points[min]);
// Sort n-1 points with respect to the first point.
// A point p1 comes before p2 in sorted output if p2
// has larger polar angle (in counterclockwise
// direction) than p1
p0 = points[0];
qsort (&points[1], n-1, sizeof (Point), compare);
// Now stack has the output points, print contents
// of stack
for ( int i=0; i<n; i++)
cout << "(" << points[i].x << ", "
<< points[i].y << "), " ;
}
// Driver program to test above functions
int main()
{
Point points[] = {{0, 3}, {1, 1}, {2, 2}, {4, 4},
{0, 0}, {1, 2}, {3, 1}, {3, 3}};
int n = sizeof (points)/ sizeof (points[0]);
printClosedPath(points, n);
return 0;
}


输出:

(0, 0), (3, 1), (1, 1), (2, 2), (3, 3),
(4, 4), (1, 2), (0, 3), 

如果我们对排序点使用O(nLogn)排序算法,则上述解决方案的时间复杂度为O(nLogn)。

资料来源: http://www.dcs.gla.ac.uk/~pat/52233/slides/Geometry1x1。pdf 本文由 拉吉耶夫·阿格拉瓦尔 。如果您发现任何不正确的地方,或者您想分享有关上述主题的更多信息,请发表评论

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