Benchmarking Metaheuristic-Integrated QAOA Against Quantum Annealing

Author:

Mazumder Arul Rhik,Sen Anuvab,Sen Udayon

Publisher

Springer Nature Switzerland

Reference25 articles.

1. Glover, F.W., Kochenberger, G.A.: A tutorial on formulating QUBO models. CoRR, abs/1811.11538 (2018). http://arxiv.org/abs/1811.11538

2. Farhi, E., Goldstone, J., Gutmann, S.: A quantum approximate optimization algorithm. arXiv preprint arXiv:1411.4028 [quant-ph] (2014)

3. Sturm, A.: Theory and implementation of the quantum approximate optimization algorithm: a comprehensible introduction and case study using Qiskit and IBM quantum computers. arXiv preprint (2023). https://arxiv.org/abs/2301.09535

4. de Falco, D., Tamascelli, D.: An introduction to quantum annealing. RAIRO Theoret. Inform. Appl. 45(1), 99–116 (2011). https://doi.org/10.1051/ita/2011013

5. Pelofske, E., Bärtschi, A., Eidenbenz, S.: Quantum annealing vs. QAOA: 127 qubit higher-order Ising problems on NISQ computers. In: Bhatele, A., Hammond, J., Baboulin, M., Kruse, C. (eds.) High Performance Computing. LNCS, vol. 13948, pp. 240–258. Springer, Cham (2023). https://doi.org/10.1007/978-3-031-32041-5_13

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