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quant-ph2015★ 4 cited
Singular-value decomposition using quantum annealing
Yoichiro Hashizume, Takashi Koizumi, Kento Akitaya +3
In the present study, we demonstrate how to perform, using quantum annealing, the singular value decomposition and the principal component analysis. Quantum annealing gives a way t…
quant-ph2007★ 38 cited
Quantum annealing of the random-field Ising model by transverse ferromagnetic interactions
Sei Suzuki, Hidetoshi Nishimori, Masuo Suzuki
We introduce transverse ferromagnetic interactions, in addition to a simple transverse field, to quantum annealing of the random-field Ising model to accelerate convergence toward…