Ariel Felner

Senior Academic

Bidirectional heuristic search

Expanding nodes by a lower bound (extended abstract)

Shahaf S. Shperberg,Ariel Felner, Nathan R. Sturtevant, Eyal Shimony, Avi Hayoun

Recent work on bidirectional search defined a lower bound on costs of paths between pairs of nodes, and introduced a new algorithm, NBS, which is based on this bound. Building on these results, we introduce DVCBS, a new algorithm that aims to to further reduce the number of expansions. Generalizing beyond specific algorithms, we then propose a method for enhancing heuristics by propagating such lower bounds (lb-propagation) between frontiers. This lb-propagation can be used in existing algorithms, often improving their performance, as well as making them”well behaved”.

Publication language English
Pages 4775-4779
Publication status Published - 01.01.2020

ASJC Scopus subject areas

Artificial Intelligence
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