| Presentation | 2014-06-19 A Study on Reducing the Number of Discrete Values in Distributed Cooperative Optimization for Power Supply Networks Toshihiro MATSUI, Masayuki KANEKO, Hiroshi MATSUO, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(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. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | multiagent / distributed constraint optimization / resource allocation / smart grid |
| Paper # | AI2014-5 |
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| Conference Information | |
| Committee | AI |
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| Conference Date | 2014/6/12(1days) |
| Place (in Japanese) | (See Japanese page) |
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| Topics (in Japanese) | (See Japanese page) |
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| Registration To | Artificial Intelligence and Knowledge-Based Processing (AI) |
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| Language | JPN |
| 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 |
| 1st Author's Name | Toshihiro MATSUI |
| 1st Author's Affiliation | Nagoya Institute of Technology() |
| 2nd Author's Name | Masayuki KANEKO |
| 2nd Author's Affiliation | Nagoya Institute of Technology |
| 3rd Author's Name | Hiroshi MATSUO |
| 3rd Author's Affiliation | Nagoya Institute of Technology |
| Date | 2014-06-19 |
| Paper # | AI2014-5 |
| Volume (vol) | vol.114 |
| Number (no) | 89 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |