| IEICE Technical Committee Submission System Conference Paper's Information |
Online Proceedings [Sign in] Tech. Rep. Archives |
| Go Top Page | Go Previous | [Japanese] / [English] |
| 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 |
| Keyword(3) | |
| Keyword(4) | |
| Keyword(5) | |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 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) |
| 3rd Author's Name | |
| 3rd Author's Affiliation | () |
| 4th Author's Name | |
| 4th Author's Affiliation | () |
| 5th Author's Name | |
| 5th Author's Affiliation | () |
| 6th Author's Name | |
| 6th Author's Affiliation | () |
| 7th Author's Name | |
| 7th Author's Affiliation | () |
| 8th Author's Name | |
| 8th Author's Affiliation | () |
| 9th Author's Name | |
| 9th Author's Affiliation | () |
| 10th Author's Name | |
| 10th Author's Affiliation | () |
| 11th Author's Name | |
| 11th Author's Affiliation | () |
| 12th Author's Name | |
| 12th Author's Affiliation | () |
| 13th Author's Name | |
| 13th Author's Affiliation | () |
| 14th Author's Name | |
| 14th Author's Affiliation | () |
| 15th Author's Name | |
| 15th Author's Affiliation | () |
| 16th Author's Name | |
| 16th Author's Affiliation | () |
| 17th Author's Name | |
| 17th Author's Affiliation | () |
| 18th Author's Name | |
| 18th Author's Affiliation | () |
| Speaker | Author-1 |
| Date Time | 2019-03-08 11:05:00 |
| Presentation Time | 25 minutes |
| Registration for | CAS |
| Paper # | CAS2018-140, CS2018-108 |
| Volume (vol) | vol.118 |
| Number (no) | no.488(CAS), no.489(CS) |
| Page | pp.9-14 |
| #Pages | 6 |
| Date of Issue | 2019-03-01 (CAS, CS) |
[Return to Top Page]