Simple and efficient bi-objective search algorithms via fast dominance checks

C Hernández, W Yeoh, JA Baier, H Zhang, L Suazo… - Artificial intelligence, 2023 - Elsevier
Many interesting search problems can be formulated as bi-objective search problems, that
is, search problems where two kinds of costs have to be minimized, for example, travel …

A simple and fast bi-objective search algorithm

CH Ulloa, W Yeoh, JA Baier, H Zhang… - Proceedings of the …, 2020 - ojs.aaai.org
Many interesting search problems can be formulated as bi-objective search problems, that
is, search problems where two kinds of costs have to be minimized, for example, travel …

Anytime approximate bi-objective search

H Zhang, O Salzman, TKS Kumar, A Felner… - Proceedings of the …, 2022 - ojs.aaai.org
The Pareto-optimal frontier for a bi-objective search problem instance consists of all
solutions that are not worse than any other solution in both objectives. The size of the Pareto …

[PDF][PDF] Multi-objective search via lazy and efficient dominance checks

C Hernández, W Yeoh, J Baier, A Felner… - … Joint Conference on …, 2023 - par.nsf.gov
Multi-objective search can be used to model many real-world problems that require finding
Paretooptimal paths from a specified start state to a specified goal state, while considering …

Bi-objective Search with Bi-directional A*

S Ahmadi, G Tack, DD Harabor, P Kilby - Proceedings of the …, 2021 - ojs.aaai.org
Bi-objective search is a problem of finding a set of optimal solutions in a two-dimensional
domain. This study proposes several enhancements to the state-of-the-art bi-objective …

Approximate bi-criteria search by efficient representation of subsets of the pareto-optimal frontier

B Goldin, O Salzman - Proceedings of the International Conference on …, 2021 - ojs.aaai.org
We consider the bi-criteria shortest-path problem where we want to compute shortest paths
on a graph that simultaneously balance two cost functions. While this problem has …

A* pex: Efficient approximate multi-objective search on graphs

H Zhang, O Salzman, TKS Kumar, A Felner… - Proceedings of the …, 2022 - ojs.aaai.org
In multi-objective search, edges are annotated with cost vectors consisting of multiple cost
components. A path dominates another path with the same start and goal vertices iff the …

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 support-based algorithm for the bi-objective pareto constraint

R Hartert, P Schaus - Proceedings of the Aaai conference on artificial …, 2014 - ojs.aaai.org
Abstract Bi-Objective Combinatorial Optimization problems are ubiquitous in real-world
applications and designing approaches to solve them efficiently is an important research …

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 …