Floodfill Algorithm
May be this is the most famous or easiest algorithm for maze solving . Cells are assigned distance values indicating how far they are from the destination.Download tutorial on Floodfill Algorithm from here (Click)
More Here http://www.me.iitb.ac.in/~adeshmukh/floodfill.php
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