Solving the Traveling Salesman Problem via Semantic Segmentation with Convolutional Neural Networks

The Traveling Salesman Problem (TSP) is a problem that has been formally studied since the 1930s and attracts great theoretical and practical interest. The theoretical aspects are particularly interesting as the TSP is an NP-hard problem and exact solutions for large TSPs are difficult to obtain. On...

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Bibliographic Details
Main Author: Chin, J. K. Samuel
Other Authors: Winkenbach, Matthias
Format: Thesis
Published: Massachusetts Institute of Technology 2022
Online Access:https://hdl.handle.net/1721.1/144914
https://orcid.org/0000-0002-1808-1182