Less Is More - On the Importance of Sparsification for Transformers and Graph Neural Networks for TSP
Preprint, 2024
Vehicle Routing Problem
Transportation Network
Travelling Salesman Problem
Graph Neural Networks
Transformers
Machine Learning
Author
Attila Lischka
Chalmers, Electrical Engineering, Systems and control
Jiaming Wu
Chalmers, Architecture and Civil Engineering, Geology and Geotechnics
Rafael Basso
Volvo Group
Morteza Haghir Chehreghani
Chalmers, Computer Science and Engineering (Chalmers), Data Science and AI
Balázs Adam Kulcsár
Chalmers, Electrical Engineering, Systems and control
LEAR: Robust LEArning methods for electric vehicle Route selection
Swedish Electromobility Centre, 2023-01-01 -- 2026-12-31.
Areas of Advance
Transport
Subject Categories (SSIF 2011)
Computer Science
Discrete Mathematics