Beam stack search

Source: Wikipedia, the free encyclopedia.

Beam stack search[1] is a search algorithm that combines chronological backtracking (that is, depth-first search) with beam search and is similar to depth-first beam search.[2] Both search algorithms are anytime algorithms that find good but likely sub-optimal solutions quickly, like beam search, then backtrack and continue to find improved solutions until convergence to an optimal solution.

Implementation

Beam stack search uses the beam stack as a

divide and conquer algorithm
technique, resulting in divide-and-conquer beam-stack search.

Alternatives

Beam search using limited discrepancy backtracking[2] (BULB) is a search algorithm that combines limited discrepancy search with beam search and thus performs non-chronological backtracking, which often outperforms the chronological backtracking done by beam stack search and depth-first beam search.

References

  1. CiteSeerx10.1.1.71.4147
    .
  2. ^ a b Furcy, David. Koenig, Sven. "Limited Discrepancy Beam Search". 2005. "Archived copy" (PDF). Retrieved 2007-12-22.