As of 2009-07-06 0:00:00 GMT, this project is no longer under active development.
The Alice release is a graph traversal algorithm based on the Breadth-First Search, while the Beatrix release is based on Dijkstra's Shortest Path. Both perform a traversal on an entire graph.
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