Learning from obstructions: An effective deep learning approach for minimum vertex cover

Author:

Abu-Khzam Faisal N.ORCID,Abd El-Wahab Mohamed M.,Haidous Moussa,Yosri Noureldin

Publisher

Springer Science and Business Media LLC

Subject

Applied Mathematics,Artificial Intelligence

Reference33 articles.

1. Abu-Khzam, F.N., Langston, M.A., Mouawad, A.E., Nolan, C.P.: A hybrid graph representation for recursive backtracking algorithms. In: Lee, D., Chen, D.Z., Ying, S. (eds.) Frontiers in Algorithmics, 4th International Workshop, FAW 2010, Wuhan, China, August 11-13, 2010. Proceedings, vol. 6213 of Lecture Notes in Computer Science, pp. 136–147. Springer (2010)

2. Abu-Khzam, F.N., Langston, M.A., Suters W.H.: Fast, effective vertex cover kernelization: a tale of two algorithms. In: 2005 ACS / IEEE International Conference on Computer Systems and Applications (AICCSA 2005), January 3-6, 2005, Cairo, Egypt, pp. 16. IEEE Computer Society (2005)

3. Adler, I., Grohe, M., Kreutzer, S.: Computing excluded minors (2008)

4. Bello, I., Pham, H., Le, Q.V., Norouzi, M., Bengio, S.: Neural combinatorial optimization with reinforcement learning (2016)

5. Bruna, J., Zaremba, W., Szlam, A., LeCun, Y.: Spectral networks and locally connected networks on graphs (2013)

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