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 …

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 …

A dynamic bidirectional heuristic trust path search algorithm

J Che, X Tong, L Yu - CAAI Transactions on Intelligence …, 2022 - Wiley Online Library
Online social networks greatly promote peoples' online interaction, where trust plays a
crucial role. Trust prediction with trust path search is widely used to help users find the …

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 …

The consistent case in bidirectional search and a bucket-to-bucket algorithm as a middle ground between front-to-end and front-to-front

V Alcázar - Proceedings of the International Conference on …, 2021 - ojs.aaai.org
Recently, the proposal of individual bounds that use consistent heuristics in front-to-end
bidirectional search has improved the state of the art. However, modern theory in …

Dynamically improved bounds bidirectional search

EC Sewell, SH Jacobson - Artificial Intelligence, 2021 - Elsevier
This paper presents a bidirectional search algorithm that dynamically improves the bounds
during its execution. It has the property that it always terminates on or before the forward …

Iterative-deepening bidirectional heuristic search with restricted memory

SS Shperberg, S Danishevski, A Felner… - Proceedings of the …, 2021 - ojs.aaai.org
The field of bidirectional heuristic search has recently seen great advances. However, the
subject of memory-restricted bidirectional search has not received recent attention. In this …

Two new bidirectional search algorithms

JA Pavlik, EC Sewell, SH Jacobson - Computational Optimization and …, 2021 - Springer
This paper presents two new bidirectional heuristic search algorithms for solving the shortest
path problem on graphs: consistent-heuristic bucket-based bidirectional search (CBBS) and …

Anytime dynamic heuristic search for suboptimal solution on path search

R Kong, X Tong - 2020 13th International Congress on Image …, 2020 - ieeexplore.ieee.org
Path search is designed to find a path by traversing the state spaces from the initial state to
the target state. Given enough memory and run time, the A* algorithm can find an optimal …

Iterative Deepening Dynamically Improved Bounds Bidirectional Search

JA Pavlik, EC Sewell… - INFORMS Journal on …, 2022 - pubsonline.informs.org
This paper presents a new bidirectional search algorithm to solve the shortest path problem.
The new algorithm uses an iterative deepening technique with a consistent heuristic to …