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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
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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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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)  
Keyword(1) Coherent Ising Machine  
Keyword(2) Asymmetric Traveling Salesman Problem  
Keyword(3) 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  
5th Author's Affiliation 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
Date of Issue 2017-03-03 (CCS) 


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