### Artificial IntelligenceAIMA Exercises

Generate random instances of map-coloring problems as follows: scatter $n$ points on the unit square; select a point $X$ at random, connect $X$ by a straight line to the nearest point $Y$ such that $X$ is not already connected to $Y$ and the line crosses no other line; repeat the previous step until no more connections are possible. The points represent regions on the map and the lines connect neighbors. Now try to find $k$-colorings of each map, for both $k3$ and $k4$, using min-conflicts, backtracking, backtracking with forward checking, and backtracking with MAC. Construct a table of average run times for each algorithm for values of $n$ up to the largest you can manage. Comment on your results.

Generate random instances of map-coloring problems as follows: scatter $n$ points on the unit square; select a point $X$ at random, connect $X$ by a straight line to the nearest point $Y$ such that $X$ is not already connected to $Y$ and the line crosses no other line; repeat the previous step until no more connections are possible. The points represent regions on the map and the lines connect neighbors. Now try to find $k$-colorings of each map, for both $k3$ and $k4$, using min-conflicts, backtracking, backtracking with forward checking, and backtracking with MAC. Construct a table of average run times for each algorithm for values of $n$ up to the largest you can manage. Comment on your results.

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