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Solving Mazes: A New Approach Based on Spectral Graph Theory.

Authors :
Martín-Nieto, Marta
Castaño, Damián
Horta Muñoz, Sergio
Ruiz, David
Source :
Mathematics (2227-7390); Aug2024, Vol. 12 Issue 15, p2305, 13p
Publication Year :
2024

Abstract

The use of graph theory for solving labyrinths and mazes is well known, understanding the possible paths as the connections between the nodes that represent the corners or bifurcations. This work presents a new idea: minimizing the length of the optimal path formulated as a topology optimization problem. The maze is mapped with finite elements, and then, through the eigenvalues of the Laplacian matrix of the graph, a constraint is imposed over the connectivity between the input and the output. Several 2D examples are provided to support this approach, allowing for unequivocally finding the shortest path in mazes with multiple connections between entrance and exit, resulting in an nonheuristic algorithm. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
22277390
Volume :
12
Issue :
15
Database :
Complementary Index
Journal :
Mathematics (2227-7390)
Publication Type :
Academic Journal
Accession number :
178948925
Full Text :
https://doi.org/10.3390/math12152305