Quantum annealing by ferromagnetic interaction with the mean-field scheme

Sei Suzuki and Hidetoshi Nishimori

Physica A: Statistical Mechanics and its Applications, 2007, vol. 384, issue 1, 137-140

Abstract: Quantum annealing is a novel method for combinatorial optimization problems. In this paper, we discuss the appropriate choice of quantum fluctuations in quantum annealing. The existence of room of choices of quantum fluctuations is an advantage of quantum annealing over simulated annealing. We consider the ferromagnetic interaction as a source of quantum fluctuations. Using the mean-field annealing scheme, we show that quantum annealing by ferromagnetic interaction is more efficient than the conventional quantum annealing and simulated annealing in the ground state search of the random-field Ising model.

Keywords: Quantum annealing by ferromagnetic interaction; Mean-field annealing; Random-field Ising model (search for similar items in EconPapers)
Date: 2007
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Persistent link: https://EconPapers.repec.org/RePEc:eee:phsmap:v:384:y:2007:i:1:p:137-140

DOI: 10.1016/j.physa.2007.04.077

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