| Presentation | 2022-01-11 [Invited Talk] Distributed optimization of 0-1 mixed integer program using ADMM and COP Toshiyuki Miyamoto, Yuta Inoue, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The problem of determining the up / down pattern of energy conversion equipment over a period of time and its output level is known as the unit commitment problem (UCP). With the spread of distributed power sources and the liberalization of energy transactions, it has become necessary to consider UCP in the presence of multiple entities. This problem is called the distributed UCP (DUCP) and is formulated as a 0-1 mixed-integer programming problem. In this talk, we will introduce the solution of DUCP using the alternating direction multiplier method (ADMM) and constraint optimization (COP). |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | 0-1 mixed-integer programming / distributed optimization / unit commitment problem |
| Paper # | MSS2021-34,SS2021-21 |
| Date of Issue | 2022-01-04 (MSS, SS) |
| Conference Information | |
| Committee | SS / MSS |
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| Conference Date | 2022/1/11(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Nagasakiken-Kensetsu-Sogo-Kaikan Bldg. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Mathematical Systems Science and its Applications, Software Science, etc. |
| Chair | Takashi Kobayashi(Tokyo Inst. of Tech.) / Atsuo Ozaki(Osaka Inst. of Tech.) |
| Vice Chair | Kozo Okano(Shinshu Univ.) / Shingo Yamaguchi(Yamaguchi Univ.) |
| Secretary | Kozo Okano(Hiroshima City Univ.) / Shingo Yamaguchi(Tokyo Inst. of Tech.) |
| Assistant | Shinpei Ogata(Shinshu Univ.) / Masato Shirai(Shimane Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Software Science / Technical Committee on Mathematical Systems Science and its Applications |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | [Invited Talk] Distributed optimization of 0-1 mixed integer program using ADMM and COP |
| Sub Title (in English) | |
| Keyword(1) | 0-1 mixed-integer programming |
| Keyword(2) | distributed optimization |
| Keyword(3) | unit commitment problem |
| 1st Author's Name | Toshiyuki Miyamoto |
| 1st Author's Affiliation | Osaka University(Osaka Univ.) |
| 2nd Author's Name | Yuta Inoue |
| 2nd Author's Affiliation | Osaka University(Osaka Univ.) |
| Date | 2022-01-11 |
| Paper # | MSS2021-34,SS2021-21 |
| Volume (vol) | vol.121 |
| Number (no) | MSS-317,SS-318 |
| Page | pp.pp.19-22(MSS), pp.19-22(SS), |
| #Pages | 4 |
| Date of Issue | 2022-01-04 (MSS, SS) |