Pathfinding algorithms are basically a graph search problem solving algorithms.
http://en.wikipedia.org/wiki/Pathfinding#Algorithms
Most known being Djikstra's algorithm: http://en.wikipedia.org/wiki/Dijkstra's_algorithm
and its variant A* search algorithm: http://en.wikipedia.org/wiki/A*
