AAAI Publications, Third Annual Symposium on Combinatorial Search

Font Size: 
Portal-Based True-Distance Heuristics for Path Finding
Meir Goldenberg, Ariel Felner, Nathan Sturtevant, Jonathan Schaeffer

Last modified: 2010-08-25

Abstract


True distance memory-based heuristics (TDHs) were recently introduced as a way to obtain admissible heuristics for explicit state spaces. In this paper, we introduce a new TDH, the portal-based heuristic. The domain is partitioned into regions and portals between regions are identified. True distances between all pairs of portals are stored and used to obtain admissible heuristics throughout the search. We introduce an A*-based algorithm that takes advantage of the special properties of the new heuristic. We study the advantages and limitations of the new heuristic. Our experimental results show large performance improvements over previously-reported TDHs for commonly used classes of maps.

Full Text: PDF