Random sampling and machine learning to understand good decompositions
نویسندگان
چکیده
منابع مشابه
Random Sampling and Machine Learning to Understand Good Decompositions
Motivated by its implications in the development of general purpose solvers for decomposable Mixed Integer Programs (MIP), we address a fundamental research question, that is to assess if good decomposition patterns can be consistently found by looking only at static properties of MIP input instances, or not. We adopt a data driven approach, devising a random sampling algorithm, considering a s...
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ژورنال
عنوان ژورنال: Annals of Operations Research
سال: 2018
ISSN: 0254-5330,1572-9338
DOI: 10.1007/s10479-018-3067-9