Use of machine learning models to warmstart column generation for unit commitment
Nagisa Sugishita, Andreas Grothey, Ken McKinnon
| Year of publication: |
2024
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|---|---|
| Authors: | Sugishita, Nagisa ; Grothey, Andreas ; McKinnon, Ken |
| Published in: |
INFORMS journal on computing : JOC ; charting new directions in operations research and computer science ; a journal of the Institute for Operations Research and the Management Sciences. - Linthicum, Md. : INFORMS, ISSN 1526-5528, ZDB-ID 2004082-9. - Vol. 36.2024, 4, p. 1129-1146
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| Subject: | column generation | Dantzig-Wolfe decomposition | machine learning | unit commitment | warmstarting | Künstliche Intelligenz | Artificial intelligence | Theorie | Theory | Dekompositionsverfahren | Decomposition method |
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1287/ijoc.2022.0140 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://ebvufind01.dmz1.zbw.eu/10015163759