Simplified Memory-Bounded A* (SMA*) - Yousef's Notes
Simplified Memory-Bounded A* (SMA*)

Simplified Memory-Bounded A* (SMA*)

  • Works like A* while there is memory
  • When it can’t add more:
    • Drops the worst f(n) node
    • Backtracks the f(n) value to its parent
  • Complete if solution is reachable (give the limited memory)
  • Optimal if optimal is reachable, best reachable otherwise
  • Other details:
    • When all have same f(n), drops the oldest one
    • On some problems, can suffer from going back and forth between branches
Test yourself on QuizBuilder.ai