Application of factorization machine with quantum annealing to hyperparameter optimization and metamodel‐based optimization in granular flow simulations
This study examined the applicability of factorization machines with quantum annealing
(FMQA) to the field of landslide risk assessment for two specific black‐box optimization …
(FMQA) to the field of landslide risk assessment for two specific black‐box optimization …
Towards optimization of photonic-crystal surface-emitting lasers via quantum annealing
Photonic-crystal surface-emitting lasers (PCSELs), which utilize a two-dimensional (2D)
optical resonance inside a photonic crystal for lasing, feature various outstanding …
optical resonance inside a photonic crystal for lasing, feature various outstanding …
Dynamical process of a bit-width reduced Ising model with simulated annealing
Ising machines have attracted attention as efficient solvers for combinatorial optimization
problems, which are formulated as ground-state (lowest-energy) search problems of the …
problems, which are formulated as ground-state (lowest-energy) search problems of the …
Performance of Domain-Wall Encoding in a Digital Ising Machine
To tackle combinatorial optimization problems on an Ising machine, the objective function
and constraints have to be mapped onto a quadratic unconstrained binary optimization …
and constraints have to be mapped onto a quadratic unconstrained binary optimization …
Initialization Method for Factorization Machine Based on Low-Rank Approximation for Constructing a Corrected Approximate Ising Model
This paper presents an initialization method that can approximate a given approximate Ising
model with a high degree of accuracy using the Factorization Machine (FM), a machine …
model with a high degree of accuracy using the Factorization Machine (FM), a machine …
Function Smoothing Regularization for Precision Factorization Machine Annealing in Continuous Variable Optimization Problems
K Endo, KZ Takahashi - arXiv preprint arXiv:2407.04393, 2024 - arxiv.org
Solving continuous variable optimization problems by factorization machine quantum
annealing (FMQA) demonstrates the potential of Ising machines to be extended as a solver …
annealing (FMQA) demonstrates the potential of Ising machines to be extended as a solver …
[PDF][PDF] Black-box optimization of parametrically modeled digital circuitry for optical communications
T Yoshida, H Sano, S Koshikawa - research.chalmers.se
An efficient development method is required for large-scale digital signal processing
implementations. The proposed design method with parametric modeling and multi …
implementations. The proposed design method with parametric modeling and multi …
アニーリングマシンによるブラックボックス最適化
田中宗， 山下将司， 関優也 - 日本神経回路学会誌, 2022 - jstage.jst.go.jp
アニーリングマシンによるブラックボックス最適化 Page 1 日本神経回路学会誌 Vol. 29, No. 4(2022),164–173
解 説 アニーリングマシンによるブラックボックス最適化 田 中 宗,山 下 将 司,関 優 也 慶應義塾大学 …
解 説 アニーリングマシンによるブラックボックス最適化 田 中 宗,山 下 将 司,関 優 也 慶應義塾大学 …