Front-to-end bidirectional heuristic search with near-optimal node expansions

J Chen, RC Holte, S Zilles, NR Sturtevant - arXiv preprint arXiv …, 2017 - arxiv.org
It is well-known that any admissible unidirectional heuristic search algorithm must expand all
states whose $ f $-value is smaller than the optimal solution cost when using a consistent …

Necessary and sufficient conditions for avoiding reopenings in best first suboptimal search with general bounding functions

J Chen, NR Sturtevant - Proceedings of the AAAI Conference on …, 2021 - ojs.aaai.org
Recent work introduced XDP and XUP priority functions for best-first bounded-suboptimal
search that do not need to perform state re-expansions as long as the search heuristic is …

A brief history and recent achievements in bidirectional search

N Sturtevant, A Felner - Proceedings of the AAAI Conference on …, 2018 - ojs.aaai.org
The state of the art in bidirectional search has changed significantly a very short time period;
we now can answer questions about unidirectional and bidirectional search that until very …

The minimal set of states that must be expanded in a front-to-end bidirectional search

E Shaham, A Felner, J Chen, N Sturtevant - Proceedings of the …, 2017 - ojs.aaai.org
A* is optimal among admissible unidirectional algorithms when searching with a consistent
heuristic. Recently, similar optimality bounds have been established for bidirectional search …

Minimizing node expansions in bidirectional search with consistent heuristics

E Shaham, A Felner, N Sturtevant… - Proceedings of the …, 2018 - ojs.aaai.org
A* is optimally effective with regard to node expansions among unidirectional admissible
algorithms—those that only assume that the heuristic used is admissible. Among …

Enriching non-parametric bidirectional search algorithms

SS Shperberg, A Felner, NR Sturtevant… - Proceedings of the …, 2019 - ojs.aaai.org
NBS is a non-parametric bidirectional search algorithm proven to expand at most twice the
number of node expansions required to verify the optimality of a solution. We introduce new …

Comparing Front-to-Front and Front-to-End Heuristics in Bidirectional Search

L Siag, S Shperberg, A Felner… - Proceedings of the …, 2023 - ojs.aaai.org
Most recent theoretical and algorithmic work in bidirectional heuristic search (BiHS) used
front-to-end (F2E) heuristics that estimate the distance to the start and goal states. In this …

A unifying view on individual bounds and heuristic inaccuracies in bidirectional search

V Alcázar, P Riddle, M Barley - Proceedings of the AAAI Conference on …, 2020 - ojs.aaai.org
In the past few years, new very successful bidirectional heuristic search algorithms have
been proposed. Their key novelty is a lower bound on the cost of a solution that includes …

GBFHS: A generalized breadth-first heuristic search algorithm

M Barley, P Riddle, CL López, S Dobson… - Proceedings of the …, 2018 - ojs.aaai.org
Recently there has been renewed interest in bidirectional heuristic search. New algorithms,
eg, MM, MMe, and NBS, have been introduced which seem much closer to refuting the …

W-restrained bidirectional bounded-suboptimal heuristic search

D Atzmon, SS Shperberg, N Sabah, A Felner… - Proceedings of the …, 2023 - ojs.aaai.org
In this paper, we develop theoretical foundations for bidirectional bounded-suboptimal
search (BiBSS) based on recent advancements in optimal bidirectional search. In addition …