Overestimation
  • Admissible heuristic functions (lower bounds) guarantee optimal solutions.
  • Admissible heuristic functions have larger error (than arbitrary functions) and thus cause inefficient searches.
  • Penalty patterns are an indication of difficulties with the current situation.
  • Use the pattern knowledge to avoid "sticky" situations.
  • Postpone these "sticky" positions to later iterations of IDA*.
  • Since patterns are continously added and dropped, the decision to postpone is dynamic.

GPW'99, October 16, 1999. Pushing the Limits: New Developments in Single-Agent Search previous up next