Branch \& Learn with Post-hoc correction for Predict+Optimize with unknown parameters in constraints

DOI10.1007/978-3-031-33271-5_18arXiv2303.06698OpenAlexW4377249460MaRDI QIDQ6080968

Jimmy Ho-man Lee, Unnamed Author, Xinyi Hu

Publication date: 4 October 2023

Published in: Integration of Constraint Programming, Artificial Intelligence, and Operations Research (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2303.06698

zbMATH Keywords

machine learningconstraint optimizationPredict+Optimize

Mathematics Subject Classification ID

Combinatorial optimization (90C27) Problem solving in the context of artificial intelligence (heuristics, search strategies, etc.) (68T20) Operations research and management science (90Bxx)

Cites Work

• A normal form for function rings of piecewise functions
• Where are the hard knapsack problems?
• The elements of statistical learning. Data mining, inference, and prediction

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