101 citations · 242 across the 5 of their papers we have counts for
5 papers
Design Optimization of Noise Filter using Quantum Annealer
Akihisa Okada, Hiroaki Yoshida, Kiyosumi Kidono +3
The use of quantum annealers in black-box optimization to obtain the desired properties of a product with a small number of trials has attracted attention. However, the application…
Reservoir Computing with Diverse Timescales for Prediction of Multiscale Dynamics
Gouhei Tanaka, Tadayoshi Matsumori, Hiroaki Yoshida +1
Machine learning approaches have recently been leveraged as a substitute or an aid for physical/mathematical modeling approaches to dynamical systems. To develop an efficient machi…
Optimal Transport-based Coverage Control for Swarm Robot Systems: Generalization of the Voronoi Tessellation-based Method
Daisuke Inoue, Yuji Ito, Hiroaki Yoshida
Swarm robot systems, which consist of many cooperating mobile robots, have attracted attention for their environmental adaptability and fault tolerance advantages. One of the most…
Traffic Signal Optimization on a Square Lattice with Quantum Annealing
Daisuke Inoue, Akihisa Okada, Tadayoshi Matsumori +2
The spread of intelligent transportation systems in urban cities has caused heavy computational loads, requiring a novel architecture for managing large-scale traffic. In this stud…
Model Predictive Control for Finite Input Systems using the D-Wave Quantum Annealer
Daisuke Inoue, Hiroaki Yoshida
The D-Wave quantum annealer has emerged as a novel computational architecture that is attracting significant interest, but there have been only a few practical algorithms exploitin…