Paper Abstract and Keywords |
Presentation |
2018-11-12 14:25
A Study on Spin Update Method of Ising Model Yuki Naito, Kunihiro Fujiyoshi (TUAT) CAS2018-61 MSS2018-37 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Ising model, which consists of spins and interactions of them, is a novel way to solve combinatorial optimization problems. In this method, some problems are solved by updating spins with some probability after being mapped to the model. Since spins can be updated in parallel on hardware, this method can solve problems fast, though any pair of spins with interaction should not be updated in parallel. In this paper, we investigate an influence on quality of solutions when some pairs of spins with interaction are permitted to be updated in parallel. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
ising model / ising computer / combinatorial optimization problem / traveling salesman problem / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 118, no. 295, CAS2018-61, pp. 19-24, Nov. 2018. |
Paper # |
CAS2018-61 |
Date of Issue |
2018-11-05 (CAS, MSS) |
ISSN |
Print edition: ISSN 0913-5685 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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CAS2018-61 MSS2018-37 |
Conference Information |
Committee |
MSS CAS IPSJ-AL |
Conference Date |
2018-11-12 - 2018-11-13 |
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(See Japanese page) |
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Paper Information |
Registration To |
CAS |
Conference Code |
2018-11-MSS-CAS-AL |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
A Study on Spin Update Method of Ising Model |
Sub Title (in English) |
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ising model |
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ising computer |
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combinatorial optimization problem |
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traveling salesman problem |
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1st Author's Name |
Yuki Naito |
1st Author's Affiliation |
Tokyo University of Agriculture and Technology (TUAT) |
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Kunihiro Fujiyoshi |
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Tokyo University of Agriculture and Technology (TUAT) |
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Speaker |
Author-1 |
Date Time |
2018-11-12 14:25:00 |
Presentation Time |
25 minutes |
Registration for |
CAS |
Paper # |
CAS2018-61, MSS2018-37 |
Volume (vol) |
vol.118 |
Number (no) |
no.295(CAS), no.296(MSS) |
Page |
pp.19-24 |
#Pages |
6 |
Date of Issue |
2018-11-05 (CAS, MSS) |
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