Back to Search Start Over

Geometric reasoning on the euclidean traveling salesperson problem in answer set programming1.

Authors :
Bertagnon, Alessandro
Gavanelli, Marco
Source :
Intelligenza Artificiale. 2024, Vol. 18 Issue 1, p139-152. 14p.
Publication Year :
2024

Abstract

The Traveling Salesperson Problem (TSP) is one of the best-known problems in computer science. Many instances and real world applications fall into the Euclidean TSP special case, in which each node is identified by its coordinates on the plane and the Euclidean distance is used as cost function. It is worth noting that in the Euclidean TSP more information is available than in the general case; in a previous publication, the use of geometric information has been exploited to speedup TSP solving for Constraint Logic Programming (CLP) solvers. In this work, we study the applicability of geometric reasoning to the Euclidean TSP in the context of an ASP computation. We compare experimentally a classical ASP approach to the TSP and the effect of the reasoning based on geometric properties. We also compare the speedup of the additional filtering based on geometric information on an ASP solver and a CLP on Finite Domain (CLP(FD)) solver. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
17248035
Volume :
18
Issue :
1
Database :
Academic Search Index
Journal :
Intelligenza Artificiale
Publication Type :
Academic Journal
Accession number :
178860300
Full Text :
https://doi.org/10.3233/IA-240032