Common area of circles
Bearophile
bearophileHUGS at lycos.com
Thu Feb 4 13:19:35 CET 2010
Shashwat Anand:
> > Given 'n' circles and the co-ordinates of their center, and the radius of
> > all being equal i.e. 'one', How can I take out the intersection of their
> > area.
I can see two possible solutions, both approximate. In both solutions
you first look if there are a pair of circles that don't intersect, in
this case the intersect area is zero. You also remove all circles
fully contained in another circle.
The first strategy is easy to do, but it probably leads to a lower
precision. Then you can sample randomly many times the rectangular
area that surely contains all circles. You count how many of those
random points are inside all circles. This gives you an approximate
area of their intersection. Increasing the points numbers slowly
increases the result precision.
The second strategy is more complex. You convert your circles into
polygons with a fixed number of vertices (like 50 or 100 or 1000 or
more. This number is constant even if the circles don't have all the
same radius). So you can turn this circle into a simple mesh of
triangles (all vertices are on the circumference). Then you "subtract"
the second polygonalized circle, this can create a hole and split
triangles in pieces, and so on with successive circles. At the end you
can compute the total area of the triangles left. This is doable, but
you need time to do implement this. The advantage is that the
numerical precision of the result is probably higher. If you implement
this second solution you can implement the first one too, and use it
as a test to avoid bugs. Visualizing the triangles with Pygame or
MatPlotLib can be useful to look for bugs.
Bye,
bearophile
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