Hierarchical Neural Constructive Solver for Real-world TSP Scenarios

Author:

Goh Yong Liang1ORCID,Cao Zhiguang2ORCID,Ma Yining3ORCID,Dong Yanfei3ORCID,Dupty Mohammed Haroon3ORCID,Lee Wee Sun3ORCID

Affiliation:

1. Grabtaxi Holdings Pte Ltd & National University of Singapore, Singapore, Singapore

2. Singapore Management University, Singapore, Singapore

3. National University of Singapore, Singapore, Singapore

Publisher

ACM

Reference36 articles.

1. [n. d.]. https://www.math.uwaterloo.ca/tsp/world/countries.html

2. David Applegate. 2003. Concorde: A code for solving traveling salesman problems. http://www. tsp. gatech. edu/concorde. html (2003).

3. Irwan Bello, Hieu Pham, Quoc V Le, Mohammad Norouzi, and Samy Bengio. 2016. Neural combinatorial optimization with reinforcement learning. arXiv preprint arXiv:1611.09940 (2016).

4. A hybrid algorithm for the DNA sequencing problem

5. Guillaume Chaslot, Sander Bakkes, Istvan Szita, and Pieter Spronck. 2008. Montecarlo tree search: A new framework for game ai. In Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, Vol. 4. 216--217.

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