Quantum annealing of hard problems

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Abstract

Quantum annealing is analogous to simulated annealing with a tunneling mechanism substituting for thermal activation. Its performance has been tested in numerical simulation with mixed conclusions. There is a class of optimization problems for which the efficiency can be studied analytically using techniques based on the statistical mechanics of spin glasses.

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Jörg, T., Krzakala, F., Kurchan, J., & Maggs, A. C. (2010). Quantum annealing of hard problems. In Progress of Theoretical Physics (pp. 290–303). Yukawa Institute for Theoretical Physics. https://doi.org/10.1143/ptps.184.290

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