Quantum methods for solving Ising/QUBO

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Edward Farhi, Jeffrey Goldstone, Sam Gutmann, Joshua Lapan, Andrew Lundgren, and Daniel Preda. A quantum adiabatic evolution algorithm applied to random instances of an np-complete problem. Science, 292(5516):472-475, 2001.

Catherine C McGeoch. Theory versus practice in annealing-based quantum computing. Theoretical Computer Science, 816:169-183, 2020.
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Tadashi Kadowaki and Hidetoshi Nishimori. Quantum annealing in the transverse ising model. Physical Review E, 58(5):5355, 1998.
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Edward Farhi, Jeffrey Goldstone, and Sam Gutmann. A quantum approximate optimization algorithm. arXiv preprint arXiv:1411.4028, 2014.
Stuart Hadfield, Zhihui Wang, Eleanor G Rieffel, Bryan O’Gorman, Davide Venturelli, and Rupak Biswas. Quantum approximate optimization with hard and soft constraints. In Proceedings of the Second International Workshop on Post Moores Era Supercomputing, pages 15-21, 2017.
Stuart Hadfield, Zhihui Wang, Bryan O’Gorman, Eleanor G Rieffel, Davide Venturelli, and Rupak Biswas. From the quantum approximate optimization algorithm to a quantum alternating operator ansatz. Algorithms, 12(2):34, 2019.