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05/02/2022
Fast Continuous and Integer L-shaped Heuristics Through Supervised Learning
We propose a methodology at the nexus of operations research and machine...
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10/18/2019
A language processing algorithm for predicting tactical solutions to an operational planning problem under uncertainty
This paper is devoted to the prediction of solutions to a stochastic dis...
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01/22/2019
Predicting Tactical Solutions to Operational Planning Problems under Imperfect Information
This paper offers a methodological contribution at the intersection of m...
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07/31/2018
Predicting Solution Summaries to Integer Linear Programs under Imperfect Information with Machine Learning
The paper provides a methodological contribution at the intersection of ...
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05/09/2016