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Paper Abstract and Keywords
Presentation 2019-03-08 11:05
A Study on the Problem which Monte-Carlo-Tree-Search can Search Efficiently
Tetsuhiro Kitade, Kunihiro Fujiyoshi (TUAT) CAS2018-140 CS2018-108
Abstract (in Japanese) (See Japanese page) 
(in English) Monte-Carlo-Tree-Search is expected to be effective for the solution search of a combinatorial optimization problem and applied to some problems, but compared with the Simulated Annealing, which is often used as a general solution method of combinatorial optimization problem, good results have not been obtained. In this paper, since it is known that the Simulated Annealing can not efficiently search a solution when applied to a problem that evaluation value of solution have a few possible value, we applied Monte-Carlo-Tree-Search and Simulated Annealing to such problem and compared by experiment. As a result, Monte-Carlo-Tree-Search could be more efficiently searched than the Simulated Annealing.
Keyword (in Japanese) (See Japanese page) 
(in English) Monte-Carlo-Tree-Search / Simulated Annealing / / / / / /  
Reference Info. IEICE Tech. Rep., vol. 118, no. 488, CAS2018-140, pp. 9-14, March 2019.
Paper # CAS2018-140 
Date of Issue 2019-03-01 (CAS, CS) 
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)
Download PDF CAS2018-140 CS2018-108

Conference Information
Committee CAS CS  
Conference Date 2019-03-08 - 2019-03-09 
Place (in Japanese) (See Japanese page) 
Place (in English) Shonan Institute of Technology 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Network processor, Signal processing and circuits for communications, Wireless LAN / PAN, etc. 
Paper Information
Registration To CAS 
Conference Code 2019-03-CAS-CS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A Study on the Problem which Monte-Carlo-Tree-Search can Search Efficiently 
Sub Title (in English)  
Keyword(1) Monte-Carlo-Tree-Search  
Keyword(2) Simulated Annealing  
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1st Author's Name Tetsuhiro Kitade  
1st Author's Affiliation Tokyo University of Agriculture and Technology (TUAT)
2nd Author's Name Kunihiro Fujiyoshi  
2nd Author's Affiliation Tokyo University of Agriculture and Technology (TUAT)
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Speaker
Date Time 2019-03-08 11:05:00 
Presentation Time 25 
Registration for CAS 
Paper # IEICE-CAS2018-140,IEICE-CS2018-108 
Volume (vol) IEICE-118 
Number (no) no.488(CAS), no.489(CS) 
Page pp.9-14 
#Pages IEICE-6 
Date of Issue IEICE-CAS-2019-03-01,IEICE-CS-2019-03-01 


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