Paper Abstract and Keywords |
Presentation |
2017-03-10 10:30
Solving Asymmetric Traveling Salesman Problems by Coherent Ising Machine Yukio Murata (Tokyo Univ. of Science), Hiroyuki Yasuda (Univ. of Tokyo), Kaori Kuroda (Tokyo Univ. of Science), Kazuyuki Aihara (Univ. of Tokyo), Mikio Hasegawa (Tokyo Univ. of Science) CCS2016-46 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
The effectiveness of high-speed combinatorial optimization method using Coherent Ising Machine (CIM) has been shown. Hopfield-Tank Neural Network (HTNN) is applied to the traveling salesman problem as an optimization algorithm using a mutual coupling network like CIM. The method of solving the combinatorial optimization problem by running HTNN on CIM has been proposed. In this paper, we aim to solve asymmetric traveling salesman problem (ATSP) at high speed by mapping the problem to the HTNN, which is difficult to obtain optimal solution by heuristic algorithms. Performance evaluations by simulation show that the optimum solution of ATSP can be obtained by the proposed method. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Coherent Ising Machine / Asymmetric Traveling Salesman Problem / Combinatorial Optimization / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 116, no. 514, CCS2016-46, pp. 7-12, March 2017. |
Paper # |
CCS2016-46 |
Date of Issue |
2017-03-03 (CCS) |
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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CCS2016-46 |
Conference Information |
Committee |
CCS |
Conference Date |
2017-03-10 - 2017-03-11 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
ELSI, TITECH |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Natural Computing, etc. |
Paper Information |
Registration To |
CCS |
Conference Code |
2017-03-CCS |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Solving Asymmetric Traveling Salesman Problems by Coherent Ising Machine |
Sub Title (in English) |
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Keyword(1) |
Coherent Ising Machine |
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Asymmetric Traveling Salesman Problem |
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Combinatorial Optimization |
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1st Author's Name |
Yukio Murata |
1st Author's Affiliation |
Tokyo University of Science (Tokyo Univ. of Science) |
2nd Author's Name |
Hiroyuki Yasuda |
2nd Author's Affiliation |
The University of Tokyo (Univ. of Tokyo) |
3rd Author's Name |
Kaori Kuroda |
3rd Author's Affiliation |
Tokyo University of Science (Tokyo Univ. of Science) |
4th Author's Name |
Kazuyuki Aihara |
4th Author's Affiliation |
The University of Tokyo (Univ. of Tokyo) |
5th Author's Name |
Mikio Hasegawa |
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Tokyo University of Science (Tokyo Univ. of Science) |
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Speaker |
Author-1 |
Date Time |
2017-03-10 10:30:00 |
Presentation Time |
25 minutes |
Registration for |
CCS |
Paper # |
CCS2016-46 |
Volume (vol) |
vol.116 |
Number (no) |
no.514 |
Page |
pp.7-12 |
#Pages |
6 |
Date of Issue |
2017-03-03 (CCS) |
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