
Ariel Felner
Senior Academic
Bidirectional heuristic search
Expanding nodes by a lower bound (extended abstract)
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