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 …

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 …

Improving bidirectional heuristic search by bounds propagation

S Shperberg, A Felner, S Shimony… - Proceedings of the …, 2019 - ojs.aaai.org
Recent work in bidirectional heuristic search characterize pairs of nodes from which at least
one node must be expanded in order to ensure optimality of solutions. We use these …

Bidirectional search that is guaranteed to meet in the middle

R Holte, A Felner, G Sharon, N Sturtevant - Proceedings of the AAAI …, 2016 - ojs.aaai.org
We present MM, the first bidirectional heuristic search algorithm whose forward and
backward searches are guaranteed to''meet in the middle'', ie never expand a node beyond …

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 …

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 …

[HTML][HTML] MM: A bidirectional search algorithm that is guaranteed to meet in the middle

RC Holte, A Felner, G Sharon, NR Sturtevant, J Chen - Artificial Intelligence, 2017 - Elsevier
Bidirectional search algorithms interleave two separate searches, a normal search forward
from the start state, and a search backward from the goal. It is well known that adding a …

An improved priority function for bidirectional heuristic search

G Sharon, R Holte, A Felner, N Sturtevant - Proceedings of the …, 2016 - ojs.aaai.org
Bidirectional search algorithms interleave a search forward from the start state (start) and a
search backward (ie using reverse operators) from the goal state (goal). We say that the two …

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 …

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 …