Online Mixed-Integer Optimization in Milliseconds
<jats:p> We propose a method to approximate the solution of online mixed-integer optimization (MIO) problems at very high speed using machine learning. By exploiting the repetitive nature of online optimization, we can greatly speed up the solution time. Our approach encodes the optimal soluti...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Institute for Operations Research and the Management Sciences (INFORMS),
2022-07-28T14:16:56Z.
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| Subjects: | |
| Online Access: | Get fulltext |