Výsledky vyhledávání - "Kuramata, Michiya"

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Solving Large Break Minimization Problems in a Mirrored Double Round-robin Tournament Using Quantum Annealing

Autor: Kuramata, Michiya, Katsuki, Ryota, Nakata, Kazuhide

Quantum annealing (QA) has gained considerable attention because it can be applied to combinatorial optimization problems, which have numerous applications in logistics, scheduling, and finance. In recent years, research on solving practical combinat

Externí odkaz: http://arxiv.org/abs/2110.07239

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Constrained Generalized Additive 2 Model with Consideration of High-Order Interactions

Autor: Watanabe, Akihisa, Kuramata, Michiya, Majima, Kaito, Kiyohara, Haruka, Kondo, Kensho, Nakata, Kazuhide

In recent years, machine learning and AI have been introduced in many industrial fields. In fields such as finance, medicine, and autonomous driving, where the inference results of a model may have serious consequences, high interpretability as well

Externí odkaz: http://arxiv.org/abs/2106.02836

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Larger Sparse Quadratic Assignment Problem Optimization Using Quantum Annealing and a Bit-Flip Heuristic Algorithm

Autor: Kuramata, Michiya, Katsuki, Ryota, Nakata, Kazuhide

Publikováno v: 2021 IEEE 8th International Conference on Industrial Engineering and Applications (ICIEA), 2021, pp. 556-565

Quantum annealing and D-Wave quantum annealer attracted considerable attention for their ability to solve combinatorial optimization problems. In order to solve other type of optimization problems, it is necessary to apply certain kinds of mathematic

Externí odkaz: http://arxiv.org/abs/2012.10135

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