Quantum Annealing for Clustering (2009)
Kurihara, Kenichi, Tanaka, Shu, Miyashita, Seiji
This paper studies quantum annealing (QA) for clustering, which can be seen as an extension of simulated annealing (SA). We derive a QA algorithm for clustering and propose an annealing schedule,...
Quantum Annealing for Variational Bayes Inference (2009)
Sato, Issei, Kurihara, Kenichi, Tanaka, Shu, Nakagawa, Hiroshi, Miyashita, Seiji
This paper presents studies on a deterministic annealing algorithm based on quantum annealing for variational Bayes (QAVB) inference, which can be seen as an extension of the simulated annealing for...
Quantum response to time-dependent external fields (2008)
Miyashita, Seiji, Tanaka, Shu, De Raedt, Hans, Barbara, Bernard
Recently, explicit real time dynamics has been studied in various systems. These quantum mechanical dynamics could provide new recipes in information processing. We study quantum dynamics under time...
Mechanism of Slow Relaxation due to Screening Effect in a Frustrated System (2007)
We study a slow relaxation process in a frustrated spin system in which a kind of screening effect due to frustrated environment plays an important role. This screening is attributed to highly...
In the corner-sharing lattice, magnetic frustration causes macroscopic degeneracy in the ground state, which prevents systems from ordering. However, if the ensemble of the degenerate configuration...
Non-monotonic Relaxation in Systems with Reentrant Type Interaction (2007)
Miyashita, Seiji, Tanaka, Shu, Hirano, Masaki
Recently, interesting non-monotonic time evolution has been pointed out in the experiments by J\"onsson, {\it et al.} and Jonsson {\it et.al.} and also in the numerical simulation by Takayama and...
We study relaxation phenomena in the ferromagnetically ordered state of the Ising-like Heisenberg kagome antiferromagnets. We introduce the "weathervane loop" in order to characterize macroscopic...
Quantum Annealing Effect on Entropic Slowing Down in Frustrated Decorated Bond System (2006)
We propose that the importance of the quantum annealing procedure to find the ground state of frustrated decorated bond systems where 'entropic slowing down' happens due to peculiar density of...
Electron localization/delocalization in incommensurate helical magnets (2006)
Tanaka, Shu, Katsura, Hosho, Nagaosa, Naoto
The electronic states in incommensurate (IC) helical magnets are studied theoretically from the viewpoint of the localization/delocalization. It is found that in the multi-band system with...
Dynamical properties of temperature chaos and memory effect (2005)
In the frustrated interaction systems, the nature of ordered configuration can be intrinsically temperature dependent. There, the idea of effective coupling of decorated and frustrated bond plays an...