Paper Abstract and Keywords |
Presentation |
2022-06-17 15:45
QUBO Model Formulation based on Petri net Behavior for Combinatorial Optimization Problems Keisuke Tokuhira, Morikazu Nakamura, Mitsunaga Kinjo, Katsuhiko Shimabukuro (Univ. of the Ryukyus) CAS2022-18 VLD2022-18 SIP2022-49 MSS2022-18 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
This paper proposes a method to generate Ising or QUBO models based on Petri net behavioral properties for combinatorial optimization by quantum annealing or quantum-inspired annealing.
We present the QUBO models for the firing condition, the state equation, the reachability problem, and conservativeness in Petri net behaviors.
We apply our Petri net-based formulation to well-known problems, the traveler's salesman problem and the job-shop scheduling problem, to show the usefulness of our approach. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
quantum annealing / combinatorial optimization / Petri nets / QUBO model / Ising model / / / |
Reference Info. |
IEICE Tech. Rep., vol. 122, no. 78, MSS2022-18, pp. 96-101, June 2022. |
Paper # |
MSS2022-18 |
Date of Issue |
2022-06-09 (CAS, VLD, SIP, MSS) |
ISSN |
Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
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CAS2022-18 VLD2022-18 SIP2022-49 MSS2022-18 |
Conference Information |
Committee |
CAS SIP VLD MSS |
Conference Date |
2022-06-16 - 2022-06-17 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Hachinohe Institute of Technology |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
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Paper Information |
Registration To |
MSS |
Conference Code |
2022-06-CAS-SIP-VLD-MSS |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
QUBO Model Formulation based on Petri net Behavior for Combinatorial Optimization Problems |
Sub Title (in English) |
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Keyword(1) |
quantum annealing |
Keyword(2) |
combinatorial optimization |
Keyword(3) |
Petri nets |
Keyword(4) |
QUBO model |
Keyword(5) |
Ising model |
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1st Author's Name |
Keisuke Tokuhira |
1st Author's Affiliation |
University of the Ryukyus (Univ. of the Ryukyus) |
2nd Author's Name |
Morikazu Nakamura |
2nd Author's Affiliation |
University of the Ryukyus (Univ. of the Ryukyus) |
3rd Author's Name |
Mitsunaga Kinjo |
3rd Author's Affiliation |
University of the Ryukyus (Univ. of the Ryukyus) |
4th Author's Name |
Katsuhiko Shimabukuro |
4th Author's Affiliation |
University of the Ryukyus (Univ. of the Ryukyus) |
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Speaker |
Author-1 |
Date Time |
2022-06-17 15:45:00 |
Presentation Time |
25 minutes |
Registration for |
MSS |
Paper # |
CAS2022-18, VLD2022-18, SIP2022-49, MSS2022-18 |
Volume (vol) |
vol.122 |
Number (no) |
no.75(CAS), no.76(VLD), no.77(SIP), no.78(MSS) |
Page |
pp.96-101 |
#Pages |
6 |
Date of Issue |
2022-06-09 (CAS, VLD, SIP, MSS) |
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