10436@AAAI

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#1 Bidirectional Search That Is Guaranteed to Meet in the Middle [PDF] [Copy] [Kimi]

Authors: Robert Holte ; Ariel Felner ; Guni Sharon ; Nathan Sturtevant

We present MM, the first bidirectional heuristic search algorithm whose forward and backward searches are guaranteed to ''meet in the middle'', i.e. never expand a node beyond the solution midpoint. We also present a novel framework for comparing MM, A*, and brute-force search, and identify conditions favoring each algorithm. Finally, we present experimental results that support our theoretical analysis.