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| Presentation | 2014-06-19 13:50 A Study on Reducing the Number of Discrete Values in Distributed Cooperative Optimization for Power Supply Networks Toshihiro Matsui, Masayuki Kaneko, Hiroshi Matsuo (Nagoya Inst. of Tech.)  AI2014-5 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Resource allocation problem on power supply networks is an application of Distributed Constraint Optimization Problems. In previous studies, distributed cooperative solution methods based on feeder trees have been proposed. However, the large size of variable's domains, that represent samples of resource amounts, is a serious issue since the resource amounts originally take continuous values. We propose the methods to reduce the number of samples in the solution methods for the resource allocation problems. To maintain the feasibility with the samples, the boundaries for the resource amount and the estimated cost values were introduced. With the proposed methods, the size of problems is reduced while the methods keep relatively better feasibility and quality of the solutions. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | multiagent / distributed constraint optimization / resource allocation / smart grid / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 114, no. 89, AI2014-5, pp. 25-30, June 2014. | |
| Paper # | AI2014-5 | |
| Date of Issue | 2014-06-12 (AI) | |
| 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 | AI2014-5 |
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| Conference Information | |
| Committee | AI |
| Conference Date | 2014-06-19 - 2014-06-19 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Waseda University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | AI |
| Conference Code | 2014-06-AI |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Study on Reducing the Number of Discrete Values in Distributed Cooperative Optimization for Power Supply Networks |
| Sub Title (in English) | |
| Keyword(1) | multiagent |
| Keyword(2) | distributed constraint optimization |
| Keyword(3) | resource allocation |
| Keyword(4) | smart grid |
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| 1st Author's Name | Toshihiro Matsui |
| 1st Author's Affiliation | Nagoya Institute of Technology (Nagoya Inst. of Tech.) |
| 2nd Author's Name | Masayuki Kaneko |
| 2nd Author's Affiliation | Nagoya Institute of Technology (Nagoya Inst. of Tech.) |
| 3rd Author's Name | Hiroshi Matsuo |
| 3rd Author's Affiliation | Nagoya Institute of Technology (Nagoya Inst. of Tech.) |
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| Speaker | Author-1 |
| Date Time | 2014-06-19 13:50:00 |
| Presentation Time | 30 minutes |
| Registration for | AI |
| Paper # | AI2014-5 |
| Volume (vol) | vol.114 |
| Number (no) | no.89 |
| Page | pp.25-30 |
| #Pages | 6 |
| Date of Issue | 2014-06-12 (AI) |
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