Hybrid Quantum Annealing for Clustering Problems

Details Hybrid Quantum Annealing for Clustering Problems Hybrid Quantum Annealing for Clustering Problems

2011-04-16

arxiv.org/abs/1104.3246v1

Physics

Condensed Matter

Disordered Systems and Neural Networks

24 pages, 6 figures, revised version will appear in proceedings of Kinki University Quantum Computing Series: "Summer School o

Scientific paper

We develop a hybrid type of quantum annealing in which we control temperature and quantum field simultaneously. We study the efficiency of proposed quantum annealing and find a good schedule of changing thermal fluctuation and quantum fluctuation. In this paper, we focus on clustering problems which are important topics in information science and engineering. We obtain the better solution of the clustering problem than the standard simulated annealing by proposed quantum annealing.

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