Visiting-Route Recommendation in Amusement Parks and its Evaluations by an Ising Machine

Yosuke Mukasa, Tomoya Wakaizumi, Shu Tanaka, Nozomu Togawa

研究成果: Conference contribution

1 被引用数 (Scopus)

抄録

In an amusement park, an attraction-visiting route considering the waiting time and traveling time improves visitors' satisfaction and experience. We focus on Ising machines to solve the problem, which are recently expected to solve combinatorial optimization problems at high speed by mapping the problems to Ising models or quadratic unconstrained binary optimization (QUBO) models. We propose a mapping of the visiting-route recommendation problem in amusement parks to a QUBO model for solving it using Ising machines. By using an actual Ising machine, we could obtain feasible solutions 15 times faster with almost the same accuracy as the simulated annealing method for the visiting-route recommendation problem.

本文言語English
ホスト出版物のタイトル2021 IEEE International Conference on Consumer Electronics, ICCE 2021
出版社Institute of Electrical and Electronics Engineers Inc.
ISBN(電子版)9781728197661
DOI
出版ステータスPublished - 2021 1 10
イベント2021 IEEE International Conference on Consumer Electronics, ICCE 2021 - Las Vegas, United States
継続期間: 2021 1 102021 1 12

出版物シリーズ

名前Digest of Technical Papers - IEEE International Conference on Consumer Electronics
2021-January
ISSN(印刷版)0747-668X

Conference

Conference2021 IEEE International Conference on Consumer Electronics, ICCE 2021
国/地域United States
CityLas Vegas
Period21/1/1021/1/12

ASJC Scopus subject areas

  • 産業および生産工学
  • 電子工学および電気工学

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