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Comments on Queries to count points lying on arbitrary line

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Queries to count points lying on arbitrary line

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Suppose we have N points on XY plane, ie. (x, y) and x, y are integers and multiple queries where each query is of the form y = mx + c and m, c are integers.

Is it possible to count number of points that lie on the given line more efficiently than O(N) per query?

I believe some preprocessing might help or some data structure like QuadTree that counts points inside arbitrary rectangle.

The queries are offline so if it's possible using some batch processing technique or even SQRT optimization it would be better than naive brute force.

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2 comment threads

Are the points distinct? (1 comment)
Worst case or average case? (1 comment)
Are the points distinct?
trichoplax‭ wrote over 1 year ago

Are the N points known to be distinct, or can some of them be duplicates (several points with the same x and y values)?