We consider a minimizing variant of the well-known
No-Three-In-Line
Problem, the
Geometric Dominating Set Problem: What is the smallest
number of points in an

grid such that every grid point lies on a
common line with two of the points in the set? We show a lower bound of

points and provide a constructive upper bound of size

. If the points of the dominating sets are required to be
in general position we provide optimal solutions for grids of size up to

. For arbitrary

the currently best upper bound remains the
obvious

. Finally, we discuss some further variations of the problem.