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This is very nice example of problem suited for A* algorithm. I will not go into details how to implement A* here as it has been done better before and this very easy to find, however this is how I would apply A* for your problem: As you can see, there is only a limited number of states that you can "move" to using single swap (14 for this case if I am not ...

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